From c06b2c0d01339a785d161c2f87e2796e76f13db7 Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Fri, 30 Jan 2026 22:58:26 +0900 Subject: [PATCH 1/7] feat(skills): add excalidraw-diagram-generator skill and docs update --- docs/README.skills.md | 1 + skills/excalidraw-diagram-generator/SKILL.md | 612 ++++++++++++++++ .../libraries/.gitkeep | 0 .../references/element-types.md | 497 +++++++++++++ .../references/excalidraw-schema.md | 350 +++++++++ .../scripts/README.md | 193 +++++ .../scripts/add-arrow.py | 312 +++++++++ .../scripts/add-icon-to-diagram.py | 404 +++++++++++ .../scripts/split-excalidraw-library.py | 183 +++++ ...business-flow-swimlane-template.excalidraw | 334 +++++++++ .../class-diagram-template.excalidraw | 558 +++++++++++++++ .../data-flow-diagram-template.excalidraw | 279 ++++++++ .../templates/er-diagram-template.excalidraw | 662 ++++++++++++++++++ .../templates/flowchart-template.excalidraw | 179 +++++ .../templates/mindmap-template.excalidraw | 244 +++++++ .../relationship-template.excalidraw | 145 ++++ .../sequence-diagram-template.excalidraw | 509 ++++++++++++++ 17 files changed, 5462 insertions(+) create mode 100644 skills/excalidraw-diagram-generator/SKILL.md create mode 100644 skills/excalidraw-diagram-generator/libraries/.gitkeep create mode 100644 skills/excalidraw-diagram-generator/references/element-types.md create mode 100644 skills/excalidraw-diagram-generator/references/excalidraw-schema.md create mode 100644 skills/excalidraw-diagram-generator/scripts/README.md create mode 100644 skills/excalidraw-diagram-generator/scripts/add-arrow.py create mode 100644 skills/excalidraw-diagram-generator/scripts/add-icon-to-diagram.py create mode 100644 skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py create mode 100644 skills/excalidraw-diagram-generator/templates/business-flow-swimlane-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/class-diagram-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/data-flow-diagram-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/er-diagram-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/flowchart-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/mindmap-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/relationship-template.excalidraw create mode 100644 skills/excalidraw-diagram-generator/templates/sequence-diagram-template.excalidraw diff --git a/docs/README.skills.md b/docs/README.skills.md index 45a9d055f..487daf1a5 100644 --- a/docs/README.skills.md +++ b/docs/README.skills.md @@ -31,6 +31,7 @@ Skills differ from other primitives by supporting bundled assets (scripts, code | [azure-static-web-apps](../skills/azure-static-web-apps/SKILL.md) | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps. | None | | [chrome-devtools](../skills/chrome-devtools/SKILL.md) | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance. | None | | [copilot-sdk](../skills/copilot-sdk/SKILL.md) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None | +| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `libraries/.gitkeep`
`references/element-types.md`
`references/excalidraw-schema.md`
`scripts/README.md`
`scripts/add-arrow.py`
`scripts/add-icon-to-diagram.py`
`scripts/split-excalidraw-library.py`
`templates/business-flow-swimlane-template.excalidraw`
`templates/class-diagram-template.excalidraw`
`templates/data-flow-diagram-template.excalidraw`
`templates/er-diagram-template.excalidraw`
`templates/flowchart-template.excalidraw`
`templates/mindmap-template.excalidraw`
`templates/relationship-template.excalidraw`
`templates/sequence-diagram-template.excalidraw` | | [gh-cli](../skills/gh-cli/SKILL.md) | GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line. | None | | [git-commit](../skills/git-commit/SKILL.md) | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping | None | | [github-issues](../skills/github-issues/SKILL.md) | Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, or manage issue workflows. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", or any GitHub issue management task. | `references/templates.md` | diff --git a/skills/excalidraw-diagram-generator/SKILL.md b/skills/excalidraw-diagram-generator/SKILL.md new file mode 100644 index 000000000..1f040b36c --- /dev/null +++ b/skills/excalidraw-diagram-generator/SKILL.md @@ -0,0 +1,612 @@ +--- +name: excalidraw-diagram-generator +description: 'Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.' +--- + +# Excalidraw Diagram Generator + +A skill for generating Excalidraw-format diagrams from natural language descriptions. This skill helps create visual representations of processes, systems, relationships, and ideas without manual drawing. + +## When to Use This Skill + +Use this skill when users request: + +- "Create a diagram showing..." +- "Make a flowchart for..." +- "Visualize the process of..." +- "Draw the system architecture of..." +- "Generate a mind map about..." +- "Create an Excalidraw file for..." +- "Show the relationship between..." +- "Diagram the workflow of..." + +**Supported diagram types:** +- πŸ“Š **Flowcharts**: Sequential processes, workflows, decision trees +- πŸ”— **Relationship Diagrams**: Entity relationships, system components, dependencies +- 🧠 **Mind Maps**: Concept hierarchies, brainstorming results, topic organization +- πŸ—οΈ **Architecture Diagrams**: System design, module interactions, data flow +- πŸ“ˆ **Data Flow Diagrams (DFD)**: Data flow visualization, data transformation processes +- 🏊 **Business Flow (Swimlane)**: Cross-functional workflows, actor-based process flows +- πŸ“¦ **Class Diagrams**: Object-oriented design, class structures and relationships +- πŸ”„ **Sequence Diagrams**: Object interactions over time, message flows +- πŸ—ƒοΈ **ER Diagrams**: Database entity relationships, data models + +## Prerequisites + +- Clear description of what should be visualized +- Identification of key entities, steps, or concepts +- Understanding of relationships or flow between elements + +## Step-by-Step Workflow + +### Step 1: Understand the Request + +Analyze the user's description to determine: +1. **Diagram type** (flowchart, relationship, mind map, architecture) +2. **Key elements** (entities, steps, concepts) +3. **Relationships** (flow, connections, hierarchy) +4. **Complexity** (number of elements) + +### Step 2: Choose the Appropriate Diagram Type + +| User Intent | Diagram Type | Example Keywords | +|-------------|--------------|------------------| +| Process flow, steps, procedures | **Flowchart** | "workflow", "process", "steps", "procedure" | +| Connections, dependencies, associations | **Relationship Diagram** | "relationship", "connections", "dependencies", "structure" | +| Concept hierarchy, brainstorming | **Mind Map** | "mind map", "concepts", "ideas", "breakdown" | +| System design, components | **Architecture Diagram** | "architecture", "system", "components", "modules" | +| Data flow, transformation processes | **Data Flow Diagram (DFD)** | "data flow", "data processing", "data transformation" | +| Cross-functional processes, actor responsibilities | **Business Flow (Swimlane)** | "business process", "swimlane", "actors", "responsibilities" | +| Object-oriented design, class structures | **Class Diagram** | "class", "inheritance", "OOP", "object model" | +| Interaction sequences, message flows | **Sequence Diagram** | "sequence", "interaction", "messages", "timeline" | +| Database design, entity relationships | **ER Diagram** | "database", "entity", "relationship", "data model" | + +### Step 3: Extract Structured Information + +**For Flowcharts:** +- List of sequential steps +- Decision points (if any) +- Start and end points + +**For Relationship Diagrams:** +- Entities/nodes (name + optional description) +- Relationships between entities (from β†’ to, with label) + +**For Mind Maps:** +- Central topic +- Main branches (3-6 recommended) +- Sub-topics for each branch (optional) + +**For Data Flow Diagrams (DFD):** +- Data sources and destinations (external entities) +- Processes (data transformations) +- Data stores (databases, files) +- Data flows (arrows showing data movement from left-to-right or from top-left to bottom-right) +- **Important**: Do not represent process order, only data flow + +**For Business Flow (Swimlane):** +- Actors/roles (departments, systems, people) - displayed as header columns +- Process lanes (vertical lanes under each actor) +- Process boxes (activities within each lane) +- Flow arrows (connecting process boxes, including cross-lane handoffs) + +**For Class Diagrams:** +- Classes with names +- Attributes with visibility (+, -, #) +- Methods with visibility and parameters +- Relationships: inheritance (solid line + white triangle), implementation (dashed line + white triangle), association (solid line), dependency (dashed line), aggregation (solid line + white diamond), composition (solid line + filled diamond) +- Multiplicity notations (1, 0..1, 1..*, *) + +**For Sequence Diagrams:** +- Objects/actors (arranged horizontally at top) +- Lifelines (vertical lines from each object) +- Messages (horizontal arrows between lifelines) +- Synchronous messages (solid arrow), asynchronous messages (dashed arrow) +- Return values (dashed arrows) +- Activation boxes (rectangles on lifelines during execution) +- Time flows from top to bottom + +**For ER Diagrams:** +- Entities (rectangles with entity names) +- Attributes (listed inside entities) +- Primary keys (underlined or marked with PK) +- Foreign keys (marked with FK) +- Relationships (lines connecting entities) +- Cardinality: 1:1 (one-to-one), 1:N (one-to-many), N:M (many-to-many) +- Junction/associative entities for many-to-many relationships (dashed rectangles) + +### Step 4: Generate the Excalidraw JSON + +Create the `.excalidraw` file with appropriate elements: + +**Available element types:** +- `rectangle`: Boxes for entities, steps, concepts +- `ellipse`: Alternative shapes for emphasis +- `diamond`: Decision points +- `arrow`: Directional connections +- `text`: Labels and annotations + +**Key properties to set:** +- **Position**: `x`, `y` coordinates +- **Size**: `width`, `height` +- **Style**: `strokeColor`, `backgroundColor`, `fillStyle` +- **Font**: `fontFamily: 5` (Excalifont - **required for all text elements**) +- **Text**: Embedded text for labels +- **Connections**: `points` array for arrows + +**Important**: All text elements must use `fontFamily: 5` (Excalifont) for consistent visual appearance. + +### Step 5: Format the Output + +Structure the complete Excalidraw file: + +```json +{ + "type": "excalidraw", + "version": 2, + "source": "https://excalidraw.com", + "elements": [ + // Array of diagram elements + ], + "appState": { + "viewBackgroundColor": "#ffffff", + "gridSize": 20 + }, + "files": {} +} +``` + +### Step 6: Save and Provide Instructions + +1. Save as `.excalidraw` +2. Inform user how to open: + - Visit https://excalidraw.com + - Click "Open" or drag-and-drop the file + - Or use Excalidraw VS Code extension + +## Best Practices + +### Element Count Guidelines + +| Diagram Type | Recommended Count | Maximum | +|--------------|-------------------|---------| +| Flowchart steps | 3-10 | 15 | +| Relationship entities | 3-8 | 12 | +| Mind map branches | 4-6 | 8 | +| Mind map sub-topics per branch | 2-4 | 6 | + +### Layout Tips + +1. **Start positions**: Center important elements, use consistent spacing +2. **Spacing**: + - Horizontal gap: 200-300px between elements + - Vertical gap: 100-150px between rows +3. **Colors**: Use consistent color scheme + - Primary elements: Light blue (`#a5d8ff`) + - Secondary elements: Light green (`#b2f2bb`) + - Important/Central: Yellow (`#ffd43b`) + - Alerts/Warnings: Light red (`#ffc9c9`) +4. **Text sizing**: 16-24px for readability +5. **Font**: Always use `fontFamily: 5` (Excalifont) for all text elements +6. **Arrow style**: Use straight arrows for simple flows, curved for complex relationships + +### Complexity Management + +**If user request has too many elements:** +- Suggest breaking into multiple diagrams +- Focus on main elements first +- Offer to create detailed sub-diagrams + +**Example response:** +``` +"Your request includes 15 components. For clarity, I recommend: +1. High-level architecture diagram (6 main components) +2. Detailed diagram for each subsystem + +Would you like me to start with the high-level view?" +``` + +## Example Prompts and Responses + +### Example 1: Simple Flowchart + +**User:** "Create a flowchart for user registration" + +**Agent generates:** +1. Extract steps: "Enter email" β†’ "Verify email" β†’ "Set password" β†’ "Complete" +2. Create flowchart with 4 rectangles + 3 arrows +3. Save as `user-registration-flow.excalidraw` + +### Example 2: Relationship Diagram + +**User:** "Diagram the relationship between User, Post, and Comment entities" + +**Agent generates:** +1. Entities: User, Post, Comment +2. Relationships: User β†’ Post ("creates"), User β†’ Comment ("writes"), Post β†’ Comment ("contains") +3. Save as `user-content-relationships.excalidraw` + +### Example 3: Mind Map + +**User:** "Mind map about machine learning concepts" + +**Agent generates:** +1. Center: "Machine Learning" +2. Branches: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning +3. Sub-topics under each branch +4. Save as `machine-learning-mindmap.excalidraw` + +## Troubleshooting + +| Issue | Solution | +|-------|----------| +| Elements overlap | Increase spacing between coordinates | +| Text doesn't fit in boxes | Increase box width or reduce font size | +| Too many elements | Break into multiple diagrams | +| Unclear layout | Use grid layout (rows/columns) or radial layout (mind maps) | +| Colors inconsistent | Define color palette upfront based on element types | + +## Advanced Techniques + +### Grid Layout (for Relationship Diagrams) +```javascript +const columns = Math.ceil(Math.sqrt(entityCount)); +const x = startX + (index % columns) * horizontalGap; +const y = startY + Math.floor(index / columns) * verticalGap; +``` + +### Radial Layout (for Mind Maps) +```javascript +const angle = (2 * Math.PI * index) / branchCount; +const x = centerX + radius * Math.cos(angle); +const y = centerY + radius * Math.sin(angle); +``` + +### Auto-generated IDs +Use timestamp + random string for unique IDs: +```javascript +const id = Date.now().toString(36) + Math.random().toString(36).substr(2); +``` + +## Output Format + +Always provide: +1. βœ… Complete `.excalidraw` JSON file +2. πŸ“Š Summary of what was created +3. πŸ“ Element count +4. πŸ’‘ Instructions for opening/editing + +**Example summary:** +``` +Created: user-workflow.excalidraw +Type: Flowchart +Elements: 7 rectangles, 6 arrows, 1 title text +Total: 14 elements + +To view: +1. Visit https://excalidraw.com +2. Drag and drop user-workflow.excalidraw +3. Or use File β†’ Open in Excalidraw VS Code extension +``` + +## Validation Checklist + +Before delivering the diagram: +- [ ] All elements have unique IDs +- [ ] Coordinates prevent overlapping +- [ ] Text is readable (font size 16+) +- [ ] **All text elements use `fontFamily: 5` (Excalifont)** +- [ ] Arrows connect logically +- [ ] Colors follow consistent scheme +- [ ] File is valid JSON +- [ ] Element count is reasonable (<20 for clarity) + +## Icon Libraries (Optional Enhancement) + +For specialized diagrams (e.g., AWS/GCP/Azure architecture diagrams), you can use pre-made icon libraries from Excalidraw. This provides professional, standardized icons instead of basic shapes. + +### When User Requests Icons + +**If user asks for AWS/cloud architecture diagrams or mentions wanting to use specific icons:** + +1. **Check if library exists**: Look for `libraries//reference.md` +2. **If library exists**: Proceed to use icons (see AI Assistant Workflow below) +3. **If library does NOT exist**: Respond with setup instructions: + + ``` + To use [AWS/GCP/Azure/etc.] architecture icons, please follow these steps: + + 1. Visit https://libraries.excalidraw.com/ + 2. Search for "[AWS Architecture Icons/etc.]" and download the .excalidrawlib file + 3. Create directory: skills/excalidraw-diagram-generator/libraries/[icon-set-name]/ + 4. Place the downloaded file in that directory + 5. Run the splitter script: + python skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/[icon-set-name]/ + + This will split the library into individual icon files for efficient use. + After setup is complete, I can create your diagram using the actual AWS/cloud icons. + + Alternatively, I can create the diagram now using simple shapes (rectangles, ellipses) + which you can later replace with icons manually in Excalidraw. + ``` + +### User Setup Instructions (Detailed) + +**Step 1: Create Library Directory** +```bash +mkdir -p skills/excalidraw-diagram-generator/libraries/aws-architecture-icons +``` + +**Step 2: Download Library** +- Visit: https://libraries.excalidraw.com/ +- Search for your desired icon set (e.g., "AWS Architecture Icons") +- Click download to get the `.excalidrawlib` file +- Example categories (availability varies; confirm on the site): + - Cloud service icons + - UI/Material icons + - Flowchart symbols + +**Step 3: Place Library File** +- Rename the downloaded file to match the directory name (e.g., `aws-architecture-icons.excalidrawlib`) +- Move it to the directory created in Step 1 + +**Step 4: Run Splitter Script** +```bash +python skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/ +``` + +**Step 5: Verify Setup** +After running the script, verify the following structure exists: +``` +skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/ + aws-architecture-icons.excalidrawlib (original) + reference.md (generated - icon lookup table) + icons/ (generated - individual icon files) + API-Gateway.json + CloudFront.json + EC2.json + Lambda.json + RDS.json + S3.json + ... +``` + +### AI Assistant Workflow + +**When icon libraries are available in `libraries/`:** + +**RECOMMENDED APPROACH: Use Python Scripts (Efficient & Reliable)** + +The repository includes Python scripts that handle icon integration automatically: + +1. **Create base diagram structure**: + - Create `.excalidraw` file with basic layout (title, boxes, regions) + - This establishes the canvas and overall structure + +2. **Add icons using Python script**: + ```bash + python skills/excalidraw-diagram-generator/scripts/add-icon-to-diagram.py \ + [--label "Text"] [--library-path PATH] + ``` + - Edit via `.excalidraw.edit` is enabled by default to avoid overwrite issues; pass `--no-use-edit-suffix` to disable. + + **Examples**: + ```bash + # Add EC2 icon at position (400, 300) with label + python scripts/add-icon-to-diagram.py diagram.excalidraw EC2 400 300 --label "Web Server" + + # Add VPC icon at position (200, 150) + python scripts/add-icon-to-diagram.py diagram.excalidraw VPC 200 150 + + # Add icon from different library + python scripts/add-icon-to-diagram.py diagram.excalidraw Compute-Engine 500 200 \ + --library-path libraries/gcp-icons --label "API Server" + ``` + +3. **Add connecting arrows**: + ```bash + python skills/excalidraw-diagram-generator/scripts/add-arrow.py \ + [--label "Text"] [--style solid|dashed|dotted] [--color HEX] + ``` + - Edit via `.excalidraw.edit` is enabled by default to avoid overwrite issues; pass `--no-use-edit-suffix` to disable. + + **Examples**: + ```bash + # Simple arrow from (300, 250) to (500, 300) + python scripts/add-arrow.py diagram.excalidraw 300 250 500 300 + + # Arrow with label + python scripts/add-arrow.py diagram.excalidraw 300 250 500 300 --label "HTTPS" + + # Dashed arrow with custom color + python scripts/add-arrow.py diagram.excalidraw 400 350 600 400 --style dashed --color "#7950f2" + ``` + +4. **Workflow summary**: + ```bash + # Step 1: Create base diagram with title and structure + # (Create .excalidraw file with initial elements) + + # Step 2: Add icons with labels + python scripts/add-icon-to-diagram.py my-diagram.excalidraw "Internet-gateway" 200 150 --label "Internet Gateway" + python scripts/add-icon-to-diagram.py my-diagram.excalidraw VPC 250 250 + python scripts/add-icon-to-diagram.py my-diagram.excalidraw ELB 350 300 --label "Load Balancer" + python scripts/add-icon-to-diagram.py my-diagram.excalidraw EC2 450 350 --label "EC2 Instance" + python scripts/add-icon-to-diagram.py my-diagram.excalidraw RDS 550 400 --label "Database" + + # Step 3: Add connecting arrows + python scripts/add-arrow.py my-diagram.excalidraw 250 200 300 250 # Internet β†’ VPC + python scripts/add-arrow.py my-diagram.excalidraw 300 300 400 300 # VPC β†’ ELB + python scripts/add-arrow.py my-diagram.excalidraw 400 330 500 350 # ELB β†’ EC2 + python scripts/add-arrow.py my-diagram.excalidraw 500 380 600 400 # EC2 β†’ RDS + ``` + +**Benefits of Python Script Approach**: +- βœ… **No token consumption**: Icon JSON data (200-1000 lines each) never enters AI context +- βœ… **Accurate transformations**: Coordinate calculations handled deterministically +- βœ… **ID management**: Automatic UUID generation prevents conflicts +- βœ… **Reliable**: No risk of coordinate miscalculation or ID collision +- βœ… **Fast**: Direct file manipulation, no parsing overhead +- βœ… **Reusable**: Works with any Excalidraw library you provide + +**ALTERNATIVE: Manual Icon Integration (Not Recommended)** + +Only use this if Python scripts are unavailable: + +1. **Check for libraries**: + ``` + List directory: skills/excalidraw-diagram-generator/libraries/ + Look for subdirectories containing reference.md files + ``` + +2. **Read reference.md**: + ``` + Open: libraries//reference.md + This is lightweight (typically <300 lines) and lists all available icons + ``` + +3. **Find relevant icons**: + ``` + Search the reference.md table for icon names matching diagram needs + Example: For AWS diagram with EC2, S3, Lambda β†’ Find "EC2", "S3", "Lambda" in table + ``` + +4. **Load specific icon data** (WARNING: Large files): + ``` + Read ONLY the needed icon files: + - libraries/aws-architecture-icons/icons/EC2.json (200-300 lines) + - libraries/aws-architecture-icons/icons/S3.json (200-300 lines) + - libraries/aws-architecture-icons/icons/Lambda.json (200-300 lines) + Note: Each icon file is 200-1000 lines - this consumes significant tokens + ``` + +5. **Extract and transform elements**: + ``` + Each icon JSON contains an "elements" array + Calculate bounding box (min_x, min_y, max_x, max_y) + Apply offset to all x/y coordinates + Generate new unique IDs for all elements + Update groupIds references + Copy transformed elements into your diagram + ``` + +6. **Position icons and add connections**: + ``` + Adjust x/y coordinates to position icons correctly in the diagram + Update IDs to ensure uniqueness across diagram + Add connecting arrows and labels as needed + ``` + +**Manual Integration Challenges**: +- ⚠️ High token consumption (200-1000 lines per icon Γ— number of icons) +- ⚠️ Complex coordinate transformation calculations +- ⚠️ Risk of ID collision if not handled carefully +- ⚠️ Time-consuming for diagrams with many icons + +### Example: Creating AWS Diagram with Icons + +**Request**: "Create an AWS architecture diagram with Internet Gateway, VPC, ELB, EC2, and RDS" + +**Recommended Workflow (using Python scripts)**: +**Request**: "Create an AWS architecture diagram with Internet Gateway, VPC, ELB, EC2, and RDS" + +**Recommended Workflow (using Python scripts)**: + +```bash +# Step 1: Create base diagram file with title +# Create my-aws-diagram.excalidraw with basic structure (title, etc.) + +# Step 2: Check icon availability +# Read: libraries/aws-architecture-icons/reference.md +# Confirm icons exist: Internet-gateway, VPC, ELB, EC2, RDS + +# Step 3: Add icons with Python script +python scripts/add-icon-to-diagram.py my-aws-diagram.excalidraw "Internet-gateway" 150 100 --label "Internet Gateway" +python scripts/add-icon-to-diagram.py my-aws-diagram.excalidraw VPC 200 200 +python scripts/add-icon-to-diagram.py my-aws-diagram.excalidraw ELB 350 250 --label "Load Balancer" +python scripts/add-icon-to-diagram.py my-aws-diagram.excalidraw EC2 500 300 --label "Web Server" +python scripts/add-icon-to-diagram.py my-aws-diagram.excalidraw RDS 650 350 --label "Database" + +# Step 4: Add connecting arrows +python scripts/add-arrow.py my-aws-diagram.excalidraw 200 150 250 200 # Internet β†’ VPC +python scripts/add-arrow.py my-aws-diagram.excalidraw 265 230 350 250 # VPC β†’ ELB +python scripts/add-arrow.py my-aws-diagram.excalidraw 415 280 500 300 # ELB β†’ EC2 +python scripts/add-arrow.py my-aws-diagram.excalidraw 565 330 650 350 --label "SQL" --style dashed + +# Result: Complete diagram with professional AWS icons, labels, and connections +``` + +**Benefits**: +- No manual coordinate calculation +- No token consumption for icon data +- Deterministic, reliable results +- Easy to iterate and adjust positions + +**Alternative Workflow (manual, if scripts unavailable)**: +1. Check: `libraries/aws-architecture-icons/reference.md` exists β†’ Yes +2. Read reference.md β†’ Find entries for Internet-gateway, VPC, ELB, EC2, RDS +3. Load: + - `icons/Internet-gateway.json` (298 lines) + - `icons/VPC.json` (550 lines) + - `icons/ELB.json` (363 lines) + - `icons/EC2.json` (231 lines) + - `icons/RDS.json` (similar size) + **Total: ~2000+ lines of JSON to process** +4. Extract elements from each JSON +5. Calculate bounding boxes and offsets for each icon +6. Transform all coordinates (x, y) for positioning +7. Generate unique IDs for all elements +8. Add arrows showing data flow +9. Add text labels +10. Generate final `.excalidraw` file + +**Challenges with manual approach**: +- High token consumption (~2000-5000 lines) +- Complex coordinate math +- Risk of ID conflicts + +### Supported Icon Libraries (Examples β€” verify availability) + +- This workflow works with any valid `.excalidrawlib` file you provide. +- Examples of library categories you may find on https://libraries.excalidraw.com/: + - Cloud service icons + - Kubernetes / infrastructure icons + - UI / Material icons + - Flowchart / diagram symbols + - Network diagram icons +- Availability and naming can change; verify exact library names on the site before use. + +### Fallback: No Icons Available + +**If no icon libraries are set up:** +- Create diagrams using basic shapes (rectangles, ellipses, arrows) +- Use color coding and text labels to distinguish components +- Inform user they can add icons later or set up libraries for future diagrams +- The diagram will still be functional and clear, just less visually polished + +## References + +See bundled references for: +- `references/excalidraw-schema.md` - Complete Excalidraw JSON schema +- `references/element-types.md` - Detailed element type specifications +- `templates/flowchart-template.json` - Basic flowchart starter +- `templates/relationship-template.json` - Relationship diagram starter +- `templates/mindmap-template.json` - Mind map starter +- `scripts/split-excalidraw-library.py` - Tool to split `.excalidrawlib` files +- `scripts/README.md` - Documentation for library tools + +## Limitations + +- Complex curves are simplified to straight/basic curved lines +- Hand-drawn roughness is set to default (1) +- No embedded images support in auto-generation +- Maximum recommended elements: 20 per diagram +- No automatic collision detection (use spacing guidelines) + +## Future Enhancements + +Potential improvements: +- Auto-layout optimization algorithms +- Import from Mermaid/PlantUML syntax +- Template library expansion +- Interactive editing after generation diff --git a/skills/excalidraw-diagram-generator/libraries/.gitkeep b/skills/excalidraw-diagram-generator/libraries/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/skills/excalidraw-diagram-generator/references/element-types.md b/skills/excalidraw-diagram-generator/references/element-types.md new file mode 100644 index 000000000..3d85f8b2f --- /dev/null +++ b/skills/excalidraw-diagram-generator/references/element-types.md @@ -0,0 +1,497 @@ +# Excalidraw Element Types Guide + +Detailed specifications for each Excalidraw element type with visual examples and use cases. + +## Element Type Overview + +| Type | Visual | Primary Use | Text Support | +|------|--------|-------------|--------------| +| `rectangle` | β–‘ | Boxes, containers, process steps | βœ… Yes | +| `ellipse` | β—‹ | Emphasis, terminals, states | βœ… Yes | +| `diamond` | β—‡ | Decision points, choices | βœ… Yes | +| `arrow` | β†’ | Directional flow, relationships | ❌ No (use separate text) | +| `line` | β€” | Connections, dividers | ❌ No | +| `text` | A | Labels, annotations, titles | βœ… (Its purpose) | + +--- + +## Rectangle + +**Best for:** Process steps, entities, data stores, components + +### Properties + +```typescript +{ + type: "rectangle", + roundness: { type: 3 }, // Rounded corners + text: "Step Name", // Optional embedded text + fontSize: 20, + textAlign: "center", + verticalAlign: "middle" +} +``` + +### Use Cases + +| Scenario | Configuration | +|----------|---------------| +| **Process step** | Green background (`#b2f2bb`), centered text | +| **Entity/Object** | Blue background (`#a5d8ff`), medium size | +| **System component** | Light color, descriptive text | +| **Data store** | Gray/white, database-like label | + +### Size Guidelines + +| Content | Width | Height | +|---------|-------|--------| +| Single word | 120-150px | 60-80px | +| Short phrase (2-4 words) | 180-220px | 80-100px | +| Sentence | 250-300px | 100-120px | + +### Example + +```json +{ + "type": "rectangle", + "x": 100, + "y": 100, + "width": 200, + "height": 80, + "backgroundColor": "#b2f2bb", + "text": "Validate Input", + "fontSize": 20, + "textAlign": "center", + "verticalAlign": "middle", + "roundness": { "type": 3 } +} +``` + +--- + +## Ellipse + +**Best for:** Start/end points, states, emphasis circles + +### Properties + +```typescript +{ + type: "ellipse", + text: "Start", + fontSize: 18, + textAlign: "center", + verticalAlign: "middle" +} +``` + +### Use Cases + +| Scenario | Configuration | +|----------|---------------| +| **Flow start** | Light green, "Start" text | +| **Flow end** | Light red, "End" text | +| **State** | Soft color, state name | +| **Highlight** | Bright color, emphasis text | + +### Size Guidelines + +For circular shapes, use `width === height`: + +| Content | Diameter | +|---------|----------| +| Icon/Symbol | 60-80px | +| Short text | 100-120px | +| Longer text | 150-180px | + +### Example + +```json +{ + "type": "ellipse", + "x": 100, + "y": 100, + "width": 120, + "height": 120, + "backgroundColor": "#d0f0c0", + "text": "Start", + "fontSize": 18, + "textAlign": "center", + "verticalAlign": "middle" +} +``` + +--- + +## Diamond + +**Best for:** Decision points, conditional branches + +### Properties + +```typescript +{ + type: "diamond", + text: "Valid?", + fontSize: 18, + textAlign: "center", + verticalAlign": "middle" +} +``` + +### Use Cases + +| Scenario | Text Example | +|----------|--------------| +| **Yes/No decision** | "Is Valid?", "Exists?" | +| **Multiple choice** | "Type?", "Status?" | +| **Conditional** | "Score > 50?" | + +### Size Guidelines + +Diamonds need more space than rectangles for the same text: + +| Content | Width | Height | +|---------|-------|--------| +| Yes/No | 120-140px | 120-140px | +| Short question | 160-180px | 160-180px | +| Longer question | 200-220px | 200-220px | + +### Example + +```json +{ + "type": "diamond", + "x": 100, + "y": 100, + "width": 150, + "height": 150, + "backgroundColor": "#ffe4a3", + "text": "Valid?", + "fontSize": 18, + "textAlign": "center", + "verticalAlign": "middle" +} +``` + +--- + +## Arrow + +**Best for:** Flow direction, relationships, dependencies + +### Properties + +```typescript +{ + type: "arrow", + points: [[0, 0], [endX, endY]], // Relative coordinates + roundness: { type: 2 }, // Curved + startBinding: null, // Or { elementId, focus, gap } + endBinding: null +} +``` + +### Arrow Directions + +#### Horizontal (Left to Right) + +```json +{ + "x": 100, + "y": 150, + "width": 200, + "height": 0, + "points": [[0, 0], [200, 0]] +} +``` + +#### Vertical (Top to Bottom) + +```json +{ + "x": 200, + "y": 100, + "width": 0, + "height": 150, + "points": [[0, 0], [0, 150]] +} +``` + +#### Diagonal + +```json +{ + "x": 100, + "y": 100, + "width": 200, + "height": 150, + "points": [[0, 0], [200, 150]] +} +``` + +### Arrow Styles + +| Style | `strokeStyle` | `strokeWidth` | Use Case | +|-------|---------------|---------------|----------| +| **Normal flow** | `"solid"` | 2 | Standard connections | +| **Optional/Weak** | `"dashed"` | 2 | Optional paths | +| **Important** | `"solid"` | 3-4 | Emphasized flow | +| **Dotted** | `"dotted"` | 2 | Indirect relationships | + +### Adding Arrow Labels + +Use separate text elements positioned near arrow midpoint: + +```json +[ + { + "type": "arrow", + "id": "arrow1", + "x": 100, + "y": 150, + "points": [[0, 0], [200, 0]] + }, + { + "type": "text", + "x": 180, // Near midpoint + "y": 130, // Above arrow + "text": "sends", + "fontSize": 14 + } +] +``` + +--- + +## Line + +**Best for:** Non-directional connections, dividers, borders + +### Properties + +```typescript +{ + type: "line", + points: [[0, 0], [x2, y2], [x3, y3], ...], + roundness: null // Or { type: 2 } for curved +} +``` + +### Use Cases + +| Scenario | Configuration | +|----------|---------------| +| **Divider** | Horizontal, thin stroke | +| **Border** | Closed path (polygon) | +| **Connection** | Multi-point path | +| **Underline** | Short horizontal line | + +### Multi-Point Line Example + +```json +{ + "type": "line", + "x": 100, + "y": 100, + "points": [ + [0, 0], + [100, 50], + [200, 0] + ] +} +``` + +--- + +## Text + +**Best for:** Labels, titles, annotations, standalone text + +### Properties + +```typescript +{ + type: "text", + text: "Label text", + fontSize: 20, + fontFamily: 1, // 1=Virgil, 2=Helvetica, 3=Cascadia + textAlign: "left", + verticalAlign: "top" +} +``` + +### Font Sizes by Purpose + +| Purpose | Font Size | +|---------|-----------| +| **Main title** | 28-36 | +| **Section header** | 24-28 | +| **Element label** | 18-22 | +| **Annotation** | 14-16 | +| **Small note** | 12-14 | + +### Width/Height Calculation + +```javascript +// Approximate width +const width = text.length * fontSize * 0.6; + +// Approximate height (single line) +const height = fontSize * 1.2; + +// Multi-line +const lines = text.split('\n').length; +const height = fontSize * 1.2 * lines; +``` + +### Text Positioning + +| Position | textAlign | verticalAlign | Use Case | +|----------|-----------|---------------|----------| +| **Top-left** | `"left"` | `"top"` | Default labels | +| **Centered** | `"center"` | `"middle"` | Titles | +| **Bottom-right** | `"right"` | `"bottom"` | Footnotes | + +### Example: Title + +```json +{ + "type": "text", + "x": 100, + "y": 50, + "width": 400, + "height": 40, + "text": "System Architecture", + "fontSize": 32, + "fontFamily": 2, + "textAlign": "center", + "verticalAlign": "top" +} +``` + +### Example: Annotation + +```json +{ + "type": "text", + "x": 150, + "y": 200, + "width": 100, + "height": 20, + "text": "User input", + "fontSize": 14, + "fontFamily": 1, + "textAlign": "left", + "verticalAlign": "top" +} +``` + +--- + +## Combining Elements + +### Pattern: Labeled Box + +```json +[ + { + "type": "rectangle", + "id": "box1", + "x": 100, + "y": 100, + "width": 200, + "height": 100, + "text": "Component", + "textAlign": "center", + "verticalAlign": "middle" + } +] +``` + +### Pattern: Connected Boxes + +```json +[ + { + "type": "rectangle", + "id": "box1", + "x": 100, + "y": 100, + "width": 150, + "height": 80, + "text": "Step 1" + }, + { + "type": "arrow", + "id": "arrow1", + "x": 250, + "y": 140, + "points": [[0, 0], [100, 0]] + }, + { + "type": "rectangle", + "id": "box2", + "x": 350, + "y": 100, + "width": 150, + "height": 80, + "text": "Step 2" + } +] +``` + +### Pattern: Decision Tree + +```json +[ + { + "type": "diamond", + "id": "decision", + "x": 100, + "y": 100, + "width": 140, + "height": 140, + "text": "Valid?" + }, + { + "type": "arrow", + "id": "yes-arrow", + "x": 240, + "y": 170, + "points": [[0, 0], [60, 0]] + }, + { + "type": "text", + "id": "yes-label", + "x": 250, + "y": 150, + "text": "Yes", + "fontSize": 14 + }, + { + "type": "rectangle", + "id": "yes-box", + "x": 300, + "y": 140, + "width": 120, + "height": 60, + "text": "Process" + } +] +``` + +--- + +## Summary + +| When you need... | Use this element | +|------------------|------------------| +| Process box | `rectangle` with text | +| Decision point | `diamond` with question | +| Flow direction | `arrow` | +| Start/End | `ellipse` | +| Title/Header | `text` (large font) | +| Annotation | `text` (small font) | +| Non-directional link | `line` | +| Divider | `line` (horizontal) | diff --git a/skills/excalidraw-diagram-generator/references/excalidraw-schema.md b/skills/excalidraw-diagram-generator/references/excalidraw-schema.md new file mode 100644 index 000000000..bfdac6cf8 --- /dev/null +++ b/skills/excalidraw-diagram-generator/references/excalidraw-schema.md @@ -0,0 +1,350 @@ +# Excalidraw JSON Schema Reference + +This document describes the structure of Excalidraw `.excalidraw` files for diagram generation. + +## Top-Level Structure + +```typescript +interface ExcalidrawFile { + type: "excalidraw"; + version: number; // Always 2 + source: string; // "https://excalidraw.com" + elements: ExcalidrawElement[]; + appState: AppState; + files: Record; // Usually empty {} +} +``` + +## AppState + +```typescript +interface AppState { + viewBackgroundColor: string; // Hex color, e.g., "#ffffff" + gridSize: number; // Typically 20 +} +``` + +## ExcalidrawElement Base Properties + +All elements share these common properties: + +```typescript +interface BaseElement { + id: string; // Unique identifier + type: ElementType; // See Element Types below + x: number; // X coordinate (pixels from top-left) + y: number; // Y coordinate (pixels from top-left) + width: number; // Width in pixels + height: number; // Height in pixels + angle: number; // Rotation angle in radians (usually 0) + strokeColor: string; // Hex color, e.g., "#1e1e1e" + backgroundColor: string; // Hex color or "transparent" + fillStyle: "solid" | "hachure" | "cross-hatch"; + strokeWidth: number; // 1-4 typically + strokeStyle: "solid" | "dashed" | "dotted"; + roughness: number; // 0-2, controls hand-drawn effect (1 = default) + opacity: number; // 0-100 + groupIds: string[]; // IDs of groups this element belongs to + frameId: null; // Usually null + index: string; // Stacking order identifier + roundness: Roundness | null; + seed: number; // Random seed for deterministic rendering + version: number; // Element version (increment on edit) + versionNonce: number; // Random number changed on edit + isDeleted: boolean; // Should be false + boundElements: any; // Usually null + updated: number; // Timestamp in milliseconds + link: null; // External link (usually null) + locked: boolean; // Whether element is locked +} +``` + +## Element Types + +### Rectangle + +```typescript +interface RectangleElement extends BaseElement { + type: "rectangle"; + roundness: { type: 3 }; // 3 = rounded corners + text?: string; // Optional text inside + fontSize?: number; // Font size (16-32 typical) + fontFamily?: number; // 1 = Virgil, 2 = Helvetica, 3 = Cascadia + textAlign?: "left" | "center" | "right"; + verticalAlign?: "top" | "middle" | "bottom"; +} +``` + +**Example:** +```json +{ + "id": "rect1", + "type": "rectangle", + "x": 100, + "y": 100, + "width": 200, + "height": 100, + "strokeColor": "#1e1e1e", + "backgroundColor": "#a5d8ff", + "text": "My Box", + "fontSize": 20, + "textAlign": "center", + "verticalAlign": "middle", + "roundness": { "type": 3 } +} +``` + +### Ellipse + +```typescript +interface EllipseElement extends BaseElement { + type: "ellipse"; + text?: string; + fontSize?: number; + fontFamily?: number; + textAlign?: "left" | "center" | "right"; + verticalAlign?: "top" | "middle" | "bottom"; +} +``` + +### Diamond + +```typescript +interface DiamondElement extends BaseElement { + type: "diamond"; + text?: string; + fontSize?: number; + fontFamily?: number; + textAlign?: "left" | "center" | "right"; + verticalAlign?: "top" | "middle" | "bottom"; +} +``` + +### Arrow + +```typescript +interface ArrowElement extends BaseElement { + type: "arrow"; + points: [number, number][]; // Array of [x, y] coordinates relative to element + startBinding: Binding | null; + endBinding: Binding | null; + roundness: { type: 2 }; // 2 = curved arrow +} +``` + +**Example:** +```json +{ + "id": "arrow1", + "type": "arrow", + "x": 100, + "y": 100, + "width": 200, + "height": 0, + "points": [ + [0, 0], + [200, 0] + ], + "roundness": { "type": 2 }, + "startBinding": null, + "endBinding": null +} +``` + +**Points explanation:** +- First point `[0, 0]` is relative to `(x, y)` +- Subsequent points are relative to the first point +- For straight horizontal arrow: `[[0, 0], [width, 0]]` +- For straight vertical arrow: `[[0, 0], [0, height]]` + +### Line + +```typescript +interface LineElement extends BaseElement { + type: "line"; + points: [number, number][]; + startBinding: Binding | null; + endBinding: Binding | null; + roundness: { type: 2 } | null; +} +``` + +### Text + +```typescript +interface TextElement extends BaseElement { + type: "text"; + text: string; + fontSize: number; + fontFamily: number; // 1-3 + textAlign: "left" | "center" | "right"; + verticalAlign: "top" | "middle" | "bottom"; + roundness: null; // Text has no roundness +} +``` + +**Example:** +```json +{ + "id": "text1", + "type": "text", + "x": 100, + "y": 100, + "width": 150, + "height": 25, + "text": "Hello World", + "fontSize": 20, + "fontFamily": 1, + "textAlign": "left", + "verticalAlign": "top", + "roundness": null +} +``` + +**Width/Height calculation:** +- Width β‰ˆ `text.length * fontSize * 0.6` +- Height β‰ˆ `fontSize * 1.2 * numberOfLines` + +## Bindings + +Bindings connect arrows to shapes: + +```typescript +interface Binding { + elementId: string; // ID of bound element + focus: number; // -1 to 1, position along edge + gap: number; // Distance from element edge +} +``` + +## Common Colors + +| Color Name | Hex Code | Use Case | +|------------|----------|----------| +| Black | `#1e1e1e` | Default stroke | +| Light Blue | `#a5d8ff` | Primary entities | +| Light Green | `#b2f2bb` | Process steps | +| Yellow | `#ffd43b` | Important/Central | +| Light Red | `#ffc9c9` | Warnings/Errors | +| Cyan | `#96f2d7` | Secondary items | +| Transparent | `transparent` | No fill | +| White | `#ffffff` | Background | + +## ID Generation + +IDs should be unique strings. Common patterns: + +```javascript +// Timestamp-based +const id = Date.now().toString(36) + Math.random().toString(36).substr(2); + +// Sequential +const id = "element-" + counter++; + +// Descriptive +const id = "step-1", "entity-user", "arrow-1-to-2"; +``` + +## Seed Generation + +Seeds are used for deterministic randomness in hand-drawn effect: + +```javascript +const seed = Math.floor(Math.random() * 2147483647); +``` + +## Version and VersionNonce + +```javascript +const version = 1; // Increment when element is edited +const versionNonce = Math.floor(Math.random() * 2147483647); +``` + +## Coordinate System + +- Origin `(0, 0)` is top-left corner +- X increases to the right +- Y increases downward +- All units are in pixels + +## Recommended Spacing + +| Context | Spacing | +|---------|---------| +| Horizontal gap between elements | 200-300px | +| Vertical gap between rows | 100-150px | +| Minimum margin from edge | 50px | +| Arrow-to-box clearance | 20-30px | + +## Font Families + +| ID | Name | Description | +|----|------|-------------| +| 1 | Virgil | Hand-drawn style (default) | +| 2 | Helvetica | Clean sans-serif | +| 3 | Cascadia | Monospace | + +## Validation Rules + +βœ… **Required:** +- All IDs must be unique +- `type` must match actual element type +- `version` must be an integer β‰₯ 1 +- `opacity` must be 0-100 + +⚠️ **Recommended:** +- Keep `roughness` at 1 for consistency +- Use `strokeWidth` of 2 for clarity +- Set `isDeleted` to `false` +- Set `locked` to `false` +- Keep `frameId`, `boundElements`, `link` as `null` + +## Complete Minimal Example + +```json +{ + "type": "excalidraw", + "version": 2, + "source": "https://excalidraw.com", + "elements": [ + { + "id": "box1", + "type": "rectangle", + "x": 100, + "y": 100, + "width": 200, + "height": 100, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#a5d8ff", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a0", + "roundness": { "type": 3 }, + "seed": 1234567890, + "version": 1, + "versionNonce": 987654321, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Hello", + "fontSize": 20, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + } + ], + "appState": { + "viewBackgroundColor": "#ffffff", + "gridSize": 20 + }, + "files": {} +} +``` diff --git a/skills/excalidraw-diagram-generator/scripts/README.md b/skills/excalidraw-diagram-generator/scripts/README.md new file mode 100644 index 000000000..df810f1ab --- /dev/null +++ b/skills/excalidraw-diagram-generator/scripts/README.md @@ -0,0 +1,193 @@ +# Excalidraw Library Tools + +This directory contains scripts for working with Excalidraw libraries. + +## split-excalidraw-library.py + +Splits an Excalidraw library file (`*.excalidrawlib`) into individual icon JSON files for efficient token usage by AI assistants. + +### Prerequisites + +- Python 3.6 or higher +- No additional dependencies required (uses only standard library) + +### Usage + +```bash +python split-excalidraw-library.py +``` + +### Step-by-Step Workflow + +1. **Create library directory**: + ```bash + mkdir -p skills/excalidraw-diagram-generator/libraries/aws-architecture-icons + ``` + +2. **Download and place library file**: + - Visit: https://libraries.excalidraw.com/ + - Search for "AWS Architecture Icons" and download the `.excalidrawlib` file + - Rename it to match the directory name: `aws-architecture-icons.excalidrawlib` + - Place it in the directory created in step 1 + +3. **Run the script**: + ```bash + python skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/ + ``` + +### Output Structure + +The script creates the following structure in the library directory: + +``` +skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/ + aws-architecture-icons.excalidrawlib # Original file (kept) + reference.md # Generated: Quick reference table + icons/ # Generated: Individual icon files + API-Gateway.json + CloudFront.json + EC2.json + S3.json + ... +``` + +### What the Script Does + +1. **Reads** the `.excalidrawlib` file +2. **Extracts** each icon from the `libraryItems` array +3. **Sanitizes** icon names to create valid filenames (spaces β†’ hyphens, removes special characters) +4. **Saves** each icon as a separate JSON file in the `icons/` directory +5. **Generates** a `reference.md` file with a table mapping icon names to filenames + +### Benefits + +- **Token Efficiency**: AI can first read the lightweight `reference.md` to find relevant icons, then load only the specific icon files needed +- **Organization**: Icons are organized in a clear directory structure +- **Extensibility**: Users can add multiple library sets side-by-side + +### Recommended Workflow + +1. Download desired Excalidraw libraries from https://libraries.excalidraw.com/ +2. Run this script on each library file +3. Move the generated folders to `../libraries/` +4. The AI assistant will use `reference.md` files to locate and use icons efficiently + +### Library Sources (Examples β€” verify availability) + +- Examples found on https://libraries.excalidraw.com/ may include cloud/service icon sets. +- Availability changes over time; verify the exact library names on the site before use. +- This script works with any valid `.excalidrawlib` file you provide. + +### Troubleshooting + +**Error: File not found** +- Check that the file path is correct +- Make sure the file has a `.excalidrawlib` extension + +**Error: Invalid library file format** +- Ensure the file is a valid Excalidraw library file +- Check that it contains a `libraryItems` array + +### License Considerations + +When using third-party icon libraries: +- **AWS Architecture Icons**: Subject to AWS Content License +- **GCP Icons**: Subject to Google's terms +- **Other libraries**: Check each library's license + +This script is for personal/organizational use. Redistribution of split icon files should comply with the original library's license terms. + +## add-icon-to-diagram.py + +Adds a specific icon from a split Excalidraw library into an existing `.excalidraw` diagram. The script handles coordinate translation and ID collision avoidance, and can optionally add a label under the icon. + +### Prerequisites + +- Python 3.6 or higher +- A diagram file (`.excalidraw`) +- A split icon library directory (created by `split-excalidraw-library.py`) + +### Usage + +```bash +python add-icon-to-diagram.py [OPTIONS] +``` + +**Options** +- `--library-path PATH` : Path to the icon library directory (default: `aws-architecture-icons`) +- `--label TEXT` : Add a text label below the icon +-- `--use-edit-suffix` : Edit via `.excalidraw.edit` to avoid editor overwrite issues (enabled by default; pass `--no-use-edit-suffix` to disable) + +### Examples + +```bash +# Add EC2 icon at position (400, 300) +python add-icon-to-diagram.py diagram.excalidraw EC2 400 300 + +# Add VPC icon with label +python add-icon-to-diagram.py diagram.excalidraw VPC 200 150 --label "VPC" + +# Safe edit mode is enabled by default (avoids editor overwrite issues) +# Use `--no-use-edit-suffix` to disable +python add-icon-to-diagram.py diagram.excalidraw EC2 500 300 + +# Add icon from another library +python add-icon-to-diagram.py diagram.excalidraw Compute-Engine 500 200 \ + --library-path libraries/gcp-icons --label "API Server" +``` + +### What the Script Does + +1. **Loads** the icon JSON from the library’s `icons/` directory +2. **Calculates** the icon’s bounding box +3. **Offsets** all coordinates to the target position +4. **Generates** unique IDs for all elements and groups +5. **Appends** the transformed elements to the diagram +6. **(Optional)** Adds a label beneath the icon + +--- + +## add-arrow.py + +Adds a straight arrow between two points in an existing `.excalidraw` diagram. Supports optional labels and line styles. + +### Prerequisites + +- Python 3.6 or higher +- A diagram file (`.excalidraw`) + +### Usage + +```bash +python add-arrow.py [OPTIONS] +``` + +**Options** +- `--style {solid|dashed|dotted}` : Line style (default: `solid`) +- `--color HEX` : Arrow color (default: `#1e1e1e`) +- `--label TEXT` : Add a text label on the arrow +-- `--use-edit-suffix` : Edit via `.excalidraw.edit` to avoid editor overwrite issues (enabled by default; pass `--no-use-edit-suffix` to disable) + +### Examples + +```bash +# Simple arrow +python add-arrow.py diagram.excalidraw 300 200 500 300 + +# Arrow with label +python add-arrow.py diagram.excalidraw 300 200 500 300 --label "HTTPS" + +# Dashed arrow with custom color +python add-arrow.py diagram.excalidraw 400 350 600 400 --style dashed --color "#7950f2" + +# Safe edit mode is enabled by default (avoids editor overwrite issues) +# Use `--no-use-edit-suffix` to disable +python add-arrow.py diagram.excalidraw 300 200 500 300 +``` + +### What the Script Does + +1. **Creates** an arrow element from the given coordinates +2. **(Optional)** Adds a label near the arrow midpoint +3. **Appends** elements to the diagram +4. **Saves** the updated file diff --git a/skills/excalidraw-diagram-generator/scripts/add-arrow.py b/skills/excalidraw-diagram-generator/scripts/add-arrow.py new file mode 100644 index 000000000..169f09ff1 --- /dev/null +++ b/skills/excalidraw-diagram-generator/scripts/add-arrow.py @@ -0,0 +1,312 @@ +#!/usr/bin/env python3 +""" +Add arrows (connections) between elements in Excalidraw diagrams. + +Usage: + python add-arrow.py [OPTIONS] + +Options: + --style {solid|dashed|dotted} Arrow line style (default: solid) + --color HEX Arrow color (default: #1e1e1e) + --label TEXT Add text label on the arrow + --use-edit-suffix Edit via .excalidraw.edit to avoid editor overwrite issues (enabled by default; use --no-use-edit-suffix to disable) + +Examples: + python add-arrow.py diagram.excalidraw 300 200 500 300 + python add-arrow.py diagram.excalidraw 300 200 500 300 --label "HTTP" + python add-arrow.py diagram.excalidraw 300 200 500 300 --style dashed --color "#7950f2" + python add-arrow.py diagram.excalidraw 300 200 500 300 --use-edit-suffix +""" + +import json +import sys +import uuid +from pathlib import Path +from typing import Dict, Any + + +def generate_unique_id() -> str: + """Generate a unique ID for Excalidraw elements.""" + return str(uuid.uuid4()).replace('-', '')[:16] + + +def prepare_edit_path(diagram_path: Path, use_edit_suffix: bool) -> tuple[Path, Path | None]: + """ + Prepare a safe edit path to avoid editor overwrite issues. + + Returns: + (work_path, final_path) + - work_path: file path to read/write during edit + - final_path: file path to rename back to (or None if not used) + """ + if not use_edit_suffix: + return diagram_path, None + + if diagram_path.suffix != ".excalidraw": + return diagram_path, None + + edit_path = diagram_path.with_suffix(diagram_path.suffix + ".edit") + + if diagram_path.exists(): + if edit_path.exists(): + raise FileExistsError(f"Edit file already exists: {edit_path}") + diagram_path.rename(edit_path) + + return edit_path, diagram_path + + +def finalize_edit_path(work_path: Path, final_path: Path | None) -> None: + """Finalize edit by renaming .edit back to .excalidraw if needed.""" + if final_path is None: + return + + if final_path.exists(): + final_path.unlink() + + work_path.rename(final_path) + + +def create_arrow( + from_x: float, + from_y: float, + to_x: float, + to_y: float, + style: str = "solid", + color: str = "#1e1e1e", + label: str = None +) -> list: + """ + Create an arrow element. + + Args: + from_x: Starting X coordinate + from_y: Starting Y coordinate + to_x: Ending X coordinate + to_y: Ending Y coordinate + style: Line style (solid, dashed, dotted) + color: Arrow color + label: Optional text label on the arrow + + Returns: + List of elements (arrow and optional label) + """ + elements = [] + + # Arrow element + arrow = { + "id": generate_unique_id(), + "type": "arrow", + "x": from_x, + "y": from_y, + "width": to_x - from_x, + "height": to_y - from_y, + "angle": 0, + "strokeColor": color, + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": style, + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": None, + "index": "a0", + "roundness": { + "type": 2 + }, + "seed": 1000000000 + hash(f"{from_x}{from_y}{to_x}{to_y}") % 1000000000, + "version": 1, + "versionNonce": 2000000000 + hash(f"{from_x}{from_y}{to_x}{to_y}") % 1000000000, + "isDeleted": False, + "boundElements": [], + "updated": 1738195200000, + "link": None, + "locked": False, + "points": [ + [0, 0], + [to_x - from_x, to_y - from_y] + ], + "startBinding": None, + "endBinding": None, + "startArrowhead": None, + "endArrowhead": "arrow", + "lastCommittedPoint": None + } + elements.append(arrow) + + # Optional label + if label: + mid_x = (from_x + to_x) / 2 - (len(label) * 5) + mid_y = (from_y + to_y) / 2 - 10 + + label_element = { + "id": generate_unique_id(), + "type": "text", + "x": mid_x, + "y": mid_y, + "width": len(label) * 10, + "height": 20, + "angle": 0, + "strokeColor": color, + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": None, + "index": "a0", + "roundness": None, + "seed": 1000000000 + hash(label) % 1000000000, + "version": 1, + "versionNonce": 2000000000 + hash(label) % 1000000000, + "isDeleted": False, + "boundElements": [], + "updated": 1738195200000, + "link": None, + "locked": False, + "text": label, + "fontSize": 14, + "fontFamily": 5, + "textAlign": "center", + "verticalAlign": "top", + "containerId": None, + "originalText": label, + "autoResize": True, + "lineHeight": 1.25 + } + elements.append(label_element) + + return elements + + +def add_arrow_to_diagram( + diagram_path: Path, + from_x: float, + from_y: float, + to_x: float, + to_y: float, + style: str = "solid", + color: str = "#1e1e1e", + label: str = None +) -> None: + """ + Add an arrow to an Excalidraw diagram. + + Args: + diagram_path: Path to the Excalidraw diagram file + from_x: Starting X coordinate + from_y: Starting Y coordinate + to_x: Ending X coordinate + to_y: Ending Y coordinate + style: Line style (solid, dashed, dotted) + color: Arrow color + label: Optional text label + """ + print(f"Creating arrow from ({from_x}, {from_y}) to ({to_x}, {to_y})") + arrow_elements = create_arrow(from_x, from_y, to_x, to_y, style, color, label) + + if label: + print(f" With label: '{label}'") + + # Load diagram + print(f"Loading diagram: {diagram_path}") + with open(diagram_path, 'r', encoding='utf-8') as f: + diagram = json.load(f) + + # Add arrow elements + if 'elements' not in diagram: + diagram['elements'] = [] + + original_count = len(diagram['elements']) + diagram['elements'].extend(arrow_elements) + print(f" Added {len(arrow_elements)} elements (total: {original_count} -> {len(diagram['elements'])})") + + # Save diagram + print(f"Saving diagram") + with open(diagram_path, 'w', encoding='utf-8') as f: + json.dump(diagram, f, indent=2, ensure_ascii=False) + + print(f"βœ“ Successfully added arrow to diagram") + + +def main(): + """Main entry point.""" + if len(sys.argv) < 6: + print("Usage: python add-arrow.py [OPTIONS]") + print("\nOptions:") + print(" --style {solid|dashed|dotted} Line style (default: solid)") + print(" --color HEX Color (default: #1e1e1e)") + print(" --label TEXT Text label on arrow") + print(" --use-edit-suffix Edit via .excalidraw.edit to avoid editor overwrite issues (enabled by default; use --no-use-edit-suffix to disable)") + print("\nExamples:") + print(" python add-arrow.py diagram.excalidraw 300 200 500 300") + print(" python add-arrow.py diagram.excalidraw 300 200 500 300 --label 'HTTP'") + sys.exit(1) + + diagram_path = Path(sys.argv[1]) + from_x = float(sys.argv[2]) + from_y = float(sys.argv[3]) + to_x = float(sys.argv[4]) + to_y = float(sys.argv[5]) + + # Parse optional arguments + style = "solid" + color = "#1e1e1e" + label = None + # Default: use edit suffix to avoid editor overwrite issues + use_edit_suffix = True + + i = 6 + while i < len(sys.argv): + if sys.argv[i] == '--style': + if i + 1 < len(sys.argv): + style = sys.argv[i + 1] + if style not in ['solid', 'dashed', 'dotted']: + print(f"Error: Invalid style '{style}'. Must be: solid, dashed, or dotted") + sys.exit(1) + i += 2 + else: + print("Error: --style requires an argument") + sys.exit(1) + elif sys.argv[i] == '--color': + if i + 1 < len(sys.argv): + color = sys.argv[i + 1] + i += 2 + else: + print("Error: --color requires an argument") + sys.exit(1) + elif sys.argv[i] == '--label': + if i + 1 < len(sys.argv): + label = sys.argv[i + 1] + i += 2 + else: + print("Error: --label requires a text argument") + sys.exit(1) + elif sys.argv[i] == '--use-edit-suffix': + use_edit_suffix = True + i += 1 + elif sys.argv[i] == '--no-use-edit-suffix': + use_edit_suffix = False + i += 1 + else: + print(f"Error: Unknown option: {sys.argv[i]}") + sys.exit(1) + + # Validate inputs + if not diagram_path.exists(): + print(f"Error: Diagram file not found: {diagram_path}") + sys.exit(1) + + try: + work_path, final_path = prepare_edit_path(diagram_path, use_edit_suffix) + add_arrow_to_diagram(work_path, from_x, from_y, to_x, to_y, style, color, label) + finalize_edit_path(work_path, final_path) + except Exception as e: + print(f"Error: {e}") + sys.exit(1) + + +if __name__ == '__main__': + main() diff --git a/skills/excalidraw-diagram-generator/scripts/add-icon-to-diagram.py b/skills/excalidraw-diagram-generator/scripts/add-icon-to-diagram.py new file mode 100644 index 000000000..f10352545 --- /dev/null +++ b/skills/excalidraw-diagram-generator/scripts/add-icon-to-diagram.py @@ -0,0 +1,404 @@ +#!/usr/bin/env python3 +""" +Add icons from Excalidraw libraries to diagrams. + +This script reads an icon JSON file from an Excalidraw library, transforms its coordinates +to a target position, generates unique IDs, and adds it to an existing Excalidraw diagram. +Works with any Excalidraw library (AWS, GCP, Azure, Kubernetes, etc.). + +Usage: + python add-icon-to-diagram.py [OPTIONS] + +Options: + --library-path PATH Path to the icon library directory (default: aws-architecture-icons) + --label TEXT Add a text label below the icon + --use-edit-suffix Edit via .excalidraw.edit to avoid editor overwrite issues (enabled by default; use --no-use-edit-suffix to disable) + +Examples: + python add-icon-to-diagram.py diagram.excalidraw EC2 500 300 + python add-icon-to-diagram.py diagram.excalidraw EC2 500 300 --label "Web Server" + python add-icon-to-diagram.py diagram.excalidraw VPC 200 150 --library-path libraries/gcp-icons + python add-icon-to-diagram.py diagram.excalidraw EC2 500 300 --use-edit-suffix +""" + +import json +import sys +import uuid +from pathlib import Path +from typing import Dict, List, Any, Tuple + + +def generate_unique_id() -> str: + """Generate a unique ID for Excalidraw elements.""" + return str(uuid.uuid4()).replace('-', '')[:16] + + +def calculate_bounding_box(elements: List[Dict[str, Any]]) -> Tuple[float, float, float, float]: + """Calculate the bounding box (min_x, min_y, max_x, max_y) of icon elements.""" + if not elements: + return (0, 0, 0, 0) + + min_x = float('inf') + min_y = float('inf') + max_x = float('-inf') + max_y = float('-inf') + + for element in elements: + if 'x' in element and 'y' in element: + x = element['x'] + y = element['y'] + width = element.get('width', 0) + height = element.get('height', 0) + + min_x = min(min_x, x) + min_y = min(min_y, y) + max_x = max(max_x, x + width) + max_y = max(max_y, y + height) + + return (min_x, min_y, max_x, max_y) + + +def transform_icon_elements( + elements: List[Dict[str, Any]], + target_x: float, + target_y: float +) -> List[Dict[str, Any]]: + """ + Transform icon elements to target coordinates with unique IDs. + + Args: + elements: Icon elements from JSON file + target_x: Target X coordinate (top-left position) + target_y: Target Y coordinate (top-left position) + + Returns: + Transformed elements with new coordinates and IDs + """ + if not elements: + return [] + + # Calculate bounding box + min_x, min_y, max_x, max_y = calculate_bounding_box(elements) + + # Calculate offset + offset_x = target_x - min_x + offset_y = target_y - min_y + + # Create ID mapping: old_id -> new_id + id_mapping = {} + for element in elements: + if 'id' in element: + old_id = element['id'] + id_mapping[old_id] = generate_unique_id() + + # Create group ID mapping + group_id_mapping = {} + for element in elements: + if 'groupIds' in element: + for old_group_id in element['groupIds']: + if old_group_id not in group_id_mapping: + group_id_mapping[old_group_id] = generate_unique_id() + + # Transform elements + transformed = [] + for element in elements: + new_element = element.copy() + + # Update coordinates + if 'x' in new_element: + new_element['x'] = new_element['x'] + offset_x + if 'y' in new_element: + new_element['y'] = new_element['y'] + offset_y + + # Update ID + if 'id' in new_element: + new_element['id'] = id_mapping[new_element['id']] + + # Update group IDs + if 'groupIds' in new_element: + new_element['groupIds'] = [ + group_id_mapping[gid] for gid in new_element['groupIds'] + ] + + # Update binding references if they exist + if 'startBinding' in new_element and new_element['startBinding']: + if 'elementId' in new_element['startBinding']: + old_id = new_element['startBinding']['elementId'] + if old_id in id_mapping: + new_element['startBinding']['elementId'] = id_mapping[old_id] + + if 'endBinding' in new_element and new_element['endBinding']: + if 'elementId' in new_element['endBinding']: + old_id = new_element['endBinding']['elementId'] + if old_id in id_mapping: + new_element['endBinding']['elementId'] = id_mapping[old_id] + + # Update containerId if it exists + if 'containerId' in new_element and new_element['containerId']: + old_id = new_element['containerId'] + if old_id in id_mapping: + new_element['containerId'] = id_mapping[old_id] + + # Update boundElements if they exist + if 'boundElements' in new_element and new_element['boundElements']: + new_bound_elements = [] + for bound_elem in new_element['boundElements']: + if isinstance(bound_elem, dict) and 'id' in bound_elem: + old_id = bound_elem['id'] + if old_id in id_mapping: + bound_elem['id'] = id_mapping[old_id] + new_bound_elements.append(bound_elem) + new_element['boundElements'] = new_bound_elements + + transformed.append(new_element) + + return transformed + + +def load_icon(icon_name: str, library_path: Path) -> List[Dict[str, Any]]: + """ + Load icon elements from library. + + Args: + icon_name: Name of the icon (e.g., "EC2", "VPC") + library_path: Path to the icon library directory + + Returns: + List of icon elements + """ + icon_file = library_path / "icons" / f"{icon_name}.json" + + if not icon_file.exists(): + raise FileNotFoundError(f"Icon file not found: {icon_file}") + + with open(icon_file, 'r', encoding='utf-8') as f: + icon_data = json.load(f) + + return icon_data.get('elements', []) + + +def prepare_edit_path(diagram_path: Path, use_edit_suffix: bool) -> tuple[Path, Path | None]: + """ + Prepare a safe edit path to avoid editor overwrite issues. + + Returns: + (work_path, final_path) + - work_path: file path to read/write during edit + - final_path: file path to rename back to (or None if not used) + """ + if not use_edit_suffix: + return diagram_path, None + + if diagram_path.suffix != ".excalidraw": + return diagram_path, None + + edit_path = diagram_path.with_suffix(diagram_path.suffix + ".edit") + + if diagram_path.exists(): + if edit_path.exists(): + raise FileExistsError(f"Edit file already exists: {edit_path}") + diagram_path.rename(edit_path) + + return edit_path, diagram_path + + +def finalize_edit_path(work_path: Path, final_path: Path | None) -> None: + """Finalize edit by renaming .edit back to .excalidraw if needed.""" + if final_path is None: + return + + if final_path.exists(): + final_path.unlink() + + work_path.rename(final_path) + + +def create_text_label(text: str, x: float, y: float) -> Dict[str, Any]: + """ + Create a text label element. + + Args: + text: Label text + x: X coordinate + y: Y coordinate + + Returns: + Text element dictionary + """ + return { + "id": generate_unique_id(), + "type": "text", + "x": x, + "y": y, + "width": len(text) * 10, # Approximate width + "height": 20, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": None, + "index": "a0", + "roundness": None, + "seed": 1000000000 + hash(text) % 1000000000, + "version": 1, + "versionNonce": 2000000000 + hash(text) % 1000000000, + "isDeleted": False, + "boundElements": [], + "updated": 1738195200000, + "link": None, + "locked": False, + "text": text, + "fontSize": 16, + "fontFamily": 5, # Excalifont + "textAlign": "center", + "verticalAlign": "top", + "containerId": None, + "originalText": text, + "autoResize": True, + "lineHeight": 1.25 + } + + +def add_icon_to_diagram( + diagram_path: Path, + icon_name: str, + x: float, + y: float, + library_path: Path, + label: str = None +) -> None: + """ + Add an icon to an Excalidraw diagram. + + Args: + diagram_path: Path to the Excalidraw diagram file + icon_name: Name of the icon to add + x: Target X coordinate + y: Target Y coordinate + library_path: Path to the icon library directory + label: Optional text label to add below the icon + """ + # Load icon elements + print(f"Loading icon: {icon_name}") + icon_elements = load_icon(icon_name, library_path) + print(f" Loaded {len(icon_elements)} elements") + + # Transform icon elements + print(f"Transforming to position ({x}, {y})") + transformed_elements = transform_icon_elements(icon_elements, x, y) + + # Calculate icon bounding box for label positioning + if label and transformed_elements: + min_x, min_y, max_x, max_y = calculate_bounding_box(transformed_elements) + icon_width = max_x - min_x + icon_height = max_y - min_y + + # Position label below icon, centered + label_x = min_x + (icon_width / 2) - (len(label) * 5) + label_y = max_y + 10 + + label_element = create_text_label(label, label_x, label_y) + transformed_elements.append(label_element) + print(f" Added label: '{label}'") + + # Load diagram + print(f"Loading diagram: {diagram_path}") + with open(diagram_path, 'r', encoding='utf-8') as f: + diagram = json.load(f) + + # Add transformed elements + if 'elements' not in diagram: + diagram['elements'] = [] + + original_count = len(diagram['elements']) + diagram['elements'].extend(transformed_elements) + print(f" Added {len(transformed_elements)} elements (total: {original_count} -> {len(diagram['elements'])})") + + # Save diagram + print(f"Saving diagram") + with open(diagram_path, 'w', encoding='utf-8') as f: + json.dump(diagram, f, indent=2, ensure_ascii=False) + + print(f"βœ“ Successfully added '{icon_name}' icon to diagram") + + +def main(): + """Main entry point.""" + if len(sys.argv) < 5: + print("Usage: python add-icon-to-diagram.py [OPTIONS]") + print("\nOptions:") + print(" --library-path PATH Path to icon library directory") + print(" --label TEXT Add text label below icon") + print(" --use-edit-suffix Edit via .excalidraw.edit to avoid editor overwrite issues (enabled by default; use --no-use-edit-suffix to disable)") + print("\nExamples:") + print(" python add-icon-to-diagram.py diagram.excalidraw EC2 500 300") + print(" python add-icon-to-diagram.py diagram.excalidraw EC2 500 300 --label 'Web Server'") + sys.exit(1) + + diagram_path = Path(sys.argv[1]) + icon_name = sys.argv[2] + x = float(sys.argv[3]) + y = float(sys.argv[4]) + + # Default library path + script_dir = Path(__file__).parent + default_library_path = script_dir.parent / "libraries" / "aws-architecture-icons" + + # Parse optional arguments + library_path = default_library_path + label = None + # Default: use edit suffix to avoid editor overwrite issues + use_edit_suffix = True + + i = 5 + while i < len(sys.argv): + if sys.argv[i] == '--library-path': + if i + 1 < len(sys.argv): + library_path = Path(sys.argv[i + 1]) + i += 2 + else: + print("Error: --library-path requires a path argument") + sys.exit(1) + elif sys.argv[i] == '--label': + if i + 1 < len(sys.argv): + label = sys.argv[i + 1] + i += 2 + else: + print("Error: --label requires a text argument") + sys.exit(1) + elif sys.argv[i] == '--use-edit-suffix': + use_edit_suffix = True + i += 1 + elif sys.argv[i] == '--no-use-edit-suffix': + use_edit_suffix = False + i += 1 + else: + print(f"Error: Unknown option: {sys.argv[i]}") + sys.exit(1) + + # Validate inputs + if not diagram_path.exists(): + print(f"Error: Diagram file not found: {diagram_path}") + sys.exit(1) + + if not library_path.exists(): + print(f"Error: Library path not found: {library_path}") + sys.exit(1) + + try: + work_path, final_path = prepare_edit_path(diagram_path, use_edit_suffix) + add_icon_to_diagram(work_path, icon_name, x, y, library_path, label) + finalize_edit_path(work_path, final_path) + except Exception as e: + print(f"Error: {e}") + sys.exit(1) + + +if __name__ == '__main__': + main() + diff --git a/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py new file mode 100644 index 000000000..97a5e1412 --- /dev/null +++ b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py @@ -0,0 +1,183 @@ +#!/usr/bin/env python3 +""" +Excalidraw Library Splitter + +This script splits an Excalidraw library file (*.excalidrawlib) into individual +icon JSON files and generates a reference.md file for easy lookup. + +The script expects the following structure: + skills/excalidraw-diagram-generator/libraries/{icon-set-name}/ + {icon-set-name}.excalidrawlib (place this file first) + +Usage: + python split-excalidraw-library.py + +Example: + python split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/ +""" + +import json +import os +import re +import sys +from pathlib import Path + + +def sanitize_filename(name: str) -> str: + """ + Sanitize icon name to create a valid filename. + + Args: + name: Original icon name + + Returns: + Sanitized filename safe for all platforms + """ + # Replace spaces with hyphens + filename = name.replace(' ', '-') + + # Remove or replace special characters + filename = re.sub(r'[^\w\-.]', '', filename) + + # Remove multiple consecutive hyphens + filename = re.sub(r'-+', '-', filename) + + # Remove leading/trailing hyphens + filename = filename.strip('-') + + return filename + + +def find_library_file(directory: Path) -> Path: + """ + Find the .excalidrawlib file in the given directory. + + Args: + directory: Directory to search + + Returns: + Path to the library file + + Raises: + SystemExit: If no library file or multiple library files found + """ + library_files = list(directory.glob('*.excalidrawlib')) + + if len(library_files) == 0: + print(f"Error: No .excalidrawlib file found in {directory}") + print(f"Please place a .excalidrawlib file in this directory first.") + sys.exit(1) + + if len(library_files) > 1: + print(f"Error: Multiple .excalidrawlib files found in {directory}") + print(f"Please keep only one library file in the directory.") + sys.exit(1) + + return library_files[0] + + +def split_library(library_dir: str) -> None: + """ + Split an Excalidraw library file into individual icon files. + + Args: + library_dir: Path to the directory containing the .excalidrawlib file + """ + library_dir = Path(library_dir) + + if not library_dir.exists(): + print(f"Error: Directory not found: {library_dir}") + sys.exit(1) + + if not library_dir.is_dir(): + print(f"Error: Path is not a directory: {library_dir}") + sys.exit(1) + + # Find the library file + library_path = find_library_file(library_dir) + print(f"Found library: {library_path.name}") + + # Load library file + print(f"Loading library data...") + with open(library_path, 'r', encoding='utf-8') as f: + library_data = json.load(f) + + # Validate library structure + if 'libraryItems' not in library_data: + print("Error: Invalid library file format (missing 'libraryItems')") + sys.exit(1) + + # Create icons directory + icons_dir = library_dir / 'icons' + icons_dir.mkdir(exist_ok=True) + print(f"Output directory: {library_dir}") + + # Process each library item (icon) + library_items = library_data['libraryItems'] + icon_list = [] + + print(f"Processing {len(library_items)} icons...") + + for item in library_items: + # Get icon name + icon_name = item.get('name', 'Unnamed') + + # Create sanitized filename + filename = sanitize_filename(icon_name) + '.json' + + # Save icon data + icon_path = icons_dir / filename + with open(icon_path, 'w', encoding='utf-8') as f: + json.dump(item, f, ensure_ascii=False, indent=2) + + # Add to reference list + icon_list.append({ + 'name': icon_name, + 'filename': filename + }) + + print(f" βœ“ {icon_name} β†’ {filename}") + + # Sort icon list by name + icon_list.sort(key=lambda x: x['name']) + + # Generate reference.md + library_name = library_path.stem + reference_path = library_dir / 'reference.md' + with open(reference_path, 'w', encoding='utf-8') as f: + f.write(f"# {library_name} Reference\n\n") + f.write(f"This directory contains {len(icon_list)} icons extracted from `{library_path.name}`.\n\n") + f.write("## Available Icons\n\n") + f.write("| Icon Name | Filename |\n") + f.write("|-----------|----------|\n") + + for icon in icon_list: + f.write(f"| {icon['name']} | `icons/{icon['filename']}` |\n") + + f.write("\n## Usage\n\n") + f.write("Each icon JSON file contains the complete `elements` array needed to render that icon in Excalidraw.\n") + f.write("You can copy the elements from these files into your Excalidraw diagrams.\n") + + print(f"\nβœ… Successfully split library into {len(icon_list)} icons") + print(f"πŸ“„ Reference file created: {reference_path}") + print(f"πŸ“ Icons directory: {icons_dir}") + + +def main(): + """Main entry point.""" + if hasattr(sys.stdout, "reconfigure"): + # Ensure consistent UTF-8 output on Windows consoles. + sys.stdout.reconfigure(encoding="utf-8") + if len(sys.argv) != 2: + print("Usage: python split-excalidraw-library.py ") + print("\nExample:") + print(" python split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/") + print("\nNote: The directory should contain a .excalidrawlib file.") + sys.exit(1) + + library_dir = sys.argv[1] + split_library(library_dir) + + +if __name__ == '__main__': + main() diff --git a/skills/excalidraw-diagram-generator/templates/business-flow-swimlane-template.excalidraw b/skills/excalidraw-diagram-generator/templates/business-flow-swimlane-template.excalidraw new file mode 100644 index 000000000..0d0c26b81 --- /dev/null +++ b/skills/excalidraw-diagram-generator/templates/business-flow-swimlane-template.excalidraw @@ -0,0 +1,334 @@ +{ + "type": "excalidraw", + "version": 2, + "source": "https://excalidraw.com", + "elements": [ + { + "id": "title", + "type": "text", + "x": 200, + "y": 50, + "width": 300, + "height": 30, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a0", + "roundness": null, + "seed": 2001001001, + "version": 1, + "versionNonce": 3002002001, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Business Process Flow", + "fontSize": 24, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "top" + }, + { + "id": "lane-header-1", + "type": "rectangle", + "x": 100, + "y": 120, + "width": 200, + "height": 50, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#e7f5ff", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a1", + "roundness": null, + "seed": 2001001002, + "version": 1, + "versionNonce": 3002002002, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Customer", + "fontSize": 18, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + }, + { + "id": "lane-1", + "type": "rectangle", + "x": 100, + "y": 170, + "width": 200, + "height": 250, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a2", + "roundness": null, + "seed": 2001001003, + "version": 1, + "versionNonce": 3002002003, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false + }, + { + "id": "process-1", + "type": "rectangle", + "x": 130, + "y": 200, + "width": 140, + "height": 70, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#b2f2bb", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a3", + "roundness": { "type": 3 }, + "seed": 2001001004, + "version": 1, + "versionNonce": 3002002004, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Submit\nRequest", + "fontSize": 16, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + }, + { + "id": "lane-header-2", + "type": "rectangle", + "x": 300, + "y": 120, + "width": 200, + "height": 50, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#fff3bf", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a4", + "roundness": null, + "seed": 2001001005, + "version": 1, + "versionNonce": 3002002005, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Sales Team", + "fontSize": 18, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + }, + { + "id": "lane-2", + "type": "rectangle", + "x": 300, + "y": 170, + "width": 200, + "height": 250, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a5", + "roundness": null, + "seed": 2001001006, + "version": 1, + "versionNonce": 3002002006, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false + }, + { + "id": "process-2", + "type": "rectangle", + "x": 330, + "y": 200, + "width": 140, + "height": 70, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#ffd43b", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a6", + "roundness": { "type": 3 }, + "seed": 2001001007, + "version": 1, + "versionNonce": 3002002007, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Review\nRequest", + "fontSize": 16, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + }, + { + "id": "cross-lane-arrow", + "type": "arrow", + "x": 270, + "y": 235, + "width": 60, + "height": 0, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a7", + "roundness": { "type": 2 }, + "seed": 2001001008, + "version": 1, + "versionNonce": 3002002008, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "points": [ + [0, 0], + [60, 0] + ], + "startBinding": null, + "endBinding": null + }, + { + "id": "process-3", + "type": "rectangle", + "x": 330, + "y": 310, + "width": 140, + "height": 70, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#ffd43b", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a8", + "roundness": { "type": 3 }, + "seed": 2001001009, + "version": 1, + "versionNonce": 3002002009, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "Approve", + "fontSize": 16, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "middle" + }, + { + "id": "within-lane-arrow", + "type": "arrow", + "x": 400, + "y": 270, + "width": 0, + "height": 40, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a9", + "roundness": { "type": 2 }, + "seed": 2001001010, + "version": 1, + "versionNonce": 3002002010, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "points": [ + [0, 0], + [0, 40] + ], + "startBinding": null, + "endBinding": null + } + ], + "appState": { + "viewBackgroundColor": "#ffffff", + "gridSize": 20 + }, + "files": {} +} diff --git a/skills/excalidraw-diagram-generator/templates/class-diagram-template.excalidraw b/skills/excalidraw-diagram-generator/templates/class-diagram-template.excalidraw new file mode 100644 index 000000000..aae28dfbe --- /dev/null +++ b/skills/excalidraw-diagram-generator/templates/class-diagram-template.excalidraw @@ -0,0 +1,558 @@ +{ + "type": "excalidraw", + "version": 2, + "source": "https://marketplace.visualstudio.com/items?itemName=pomdtr.excalidraw-editor", + "elements": [ + { + "id": "class-1", + "type": "rectangle", + "x": 100, + "y": 100, + "width": 200, + "height": 180, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "#e7f5ff", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a0", + "roundness": null, + "seed": 3001001001, + "version": 1, + "versionNonce": 4002002001, + "isDeleted": false, + "boundElements": [], + "updated": 1706659200000, + "link": null, + "locked": false + }, + { + "id": "class-name-1", + "type": "text", + "x": 150, + "y": 110, + "width": 100, + "height": 25, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a1", + "roundness": null, + "seed": 3001001002, + "version": 1, + "versionNonce": 4002002002, + "isDeleted": false, + "boundElements": [], + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "User", + "fontSize": 20, + "fontFamily": 1, + "textAlign": "center", + "verticalAlign": "top", + "containerId": null, + "originalText": "User", + "autoResize": true, + "lineHeight": 1.25 + }, + { + "id": "separator-1", + "type": "line", + "x": 100, + "y": 145, + "width": 200, + "height": 0, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a2", + "roundness": null, + "seed": 3001001003, + "version": 1, + "versionNonce": 4002002003, + "isDeleted": false, + "boundElements": [], + "updated": 1706659200000, + "link": null, + "locked": false, + "points": [ + [ + 0, + 0 + ], + [ + 200, + 0 + ] + ], + "startBinding": null, + "endBinding": null, + "lastCommittedPoint": null, + "startArrowhead": null, + "endArrowhead": null + }, + { + "id": "attributes-1", + "type": "text", + "x": 110, + "y": 155, + "width": 180, + "height": 50, + "angle": 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0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "dashed", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a13", + "roundness": { "type": 2 }, + "seed": 4001001014, + "version": 1, + "versionNonce": 5002002014, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "points": [ + [0, 0], + [-200, 0] + ], + "startBinding": null, + "endBinding": null + }, + { + "id": "return-label-2", + "type": "text", + "x": 250, + "y": 285, + "width": 120, + "height": 20, + "angle": 0, + "strokeColor": "#1e1e1e", + "backgroundColor": "transparent", + "fillStyle": "solid", + "strokeWidth": 2, + "strokeStyle": "solid", + "roughness": 1, + "opacity": 100, + "groupIds": [], + "frameId": null, + "index": "a14", + "roundness": null, + "seed": 4001001015, + "version": 1, + "versionNonce": 5002002015, + "isDeleted": false, + "boundElements": null, + "updated": 1706659200000, + "link": null, + "locked": false, + "text": "4: response", + "fontSize": 14, + "fontFamily": 1, + "textAlign": "left", + "verticalAlign": "top" + } + ], + "appState": { + "viewBackgroundColor": "#ffffff", + "gridSize": 20 + }, + "files": {} +} From 9065b0c03137e21b547aaf66ea7e5988f845b17d Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 10:35:28 +0900 Subject: [PATCH 2/7] fix: Revised error messages and filename sanitization processing - Improved error messages within the `find_library_file` function to include directory names - Organized comments within the `sanitize_filename` function - Improved error messages within the `split_library` function to include directory names --- .../scripts/split-excalidraw-library.py | 68 +++++++++---------- 1 file changed, 34 insertions(+), 34 deletions(-) diff --git a/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py index 97a5e1412..ec903dd25 100644 --- a/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py +++ b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py @@ -26,121 +26,121 @@ def sanitize_filename(name: str) -> str: """ Sanitize icon name to create a valid filename. - + Args: name: Original icon name - + Returns: Sanitized filename safe for all platforms """ # Replace spaces with hyphens filename = name.replace(' ', '-') - + # Remove or replace special characters filename = re.sub(r'[^\w\-.]', '', filename) - + # Remove multiple consecutive hyphens filename = re.sub(r'-+', '-', filename) - + # Remove leading/trailing hyphens filename = filename.strip('-') - + return filename def find_library_file(directory: Path) -> Path: """ Find the .excalidrawlib file in the given directory. - + Args: directory: Directory to search - + Returns: Path to the library file - + Raises: SystemExit: If no library file or multiple library files found """ library_files = list(directory.glob('*.excalidrawlib')) - + if len(library_files) == 0: print(f"Error: No .excalidrawlib file found in {directory}") - print(f"Please place a .excalidrawlib file in this directory first.") + print(f"Please place a .excalidrawlib file in {directory} first.") sys.exit(1) - + if len(library_files) > 1: print(f"Error: Multiple .excalidrawlib files found in {directory}") - print(f"Please keep only one library file in the directory.") + print(f"Please keep only one library file in {directory}.") sys.exit(1) - + return library_files[0] def split_library(library_dir: str) -> None: """ Split an Excalidraw library file into individual icon files. - + Args: library_dir: Path to the directory containing the .excalidrawlib file """ library_dir = Path(library_dir) - + if not library_dir.exists(): print(f"Error: Directory not found: {library_dir}") sys.exit(1) - + if not library_dir.is_dir(): print(f"Error: Path is not a directory: {library_dir}") sys.exit(1) - + # Find the library file library_path = find_library_file(library_dir) print(f"Found library: {library_path.name}") - + # Load library file print(f"Loading library data...") with open(library_path, 'r', encoding='utf-8') as f: library_data = json.load(f) - + # Validate library structure if 'libraryItems' not in library_data: print("Error: Invalid library file format (missing 'libraryItems')") sys.exit(1) - + # Create icons directory icons_dir = library_dir / 'icons' icons_dir.mkdir(exist_ok=True) print(f"Output directory: {library_dir}") - + # Process each library item (icon) library_items = library_data['libraryItems'] icon_list = [] - + print(f"Processing {len(library_items)} icons...") - + for item in library_items: # Get icon name icon_name = item.get('name', 'Unnamed') - + # Create sanitized filename filename = sanitize_filename(icon_name) + '.json' - + # Save icon data icon_path = icons_dir / filename with open(icon_path, 'w', encoding='utf-8') as f: json.dump(item, f, ensure_ascii=False, indent=2) - + # Add to reference list icon_list.append({ 'name': icon_name, 'filename': filename }) - + print(f" βœ“ {icon_name} β†’ {filename}") - + # Sort icon list by name icon_list.sort(key=lambda x: x['name']) - + # Generate reference.md library_name = library_path.stem reference_path = library_dir / 'reference.md' @@ -150,14 +150,14 @@ def split_library(library_dir: str) -> None: f.write("## Available Icons\n\n") f.write("| Icon Name | Filename |\n") f.write("|-----------|----------|\n") - + for icon in icon_list: f.write(f"| {icon['name']} | `icons/{icon['filename']}` |\n") - + f.write("\n## Usage\n\n") f.write("Each icon JSON file contains the complete `elements` array needed to render that icon in Excalidraw.\n") f.write("You can copy the elements from these files into your Excalidraw diagrams.\n") - + print(f"\nβœ… Successfully split library into {len(icon_list)} icons") print(f"πŸ“„ Reference file created: {reference_path}") print(f"πŸ“ Icons directory: {icons_dir}") @@ -174,7 +174,7 @@ def main(): print(" python split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/") print("\nNote: The directory should contain a .excalidrawlib file.") sys.exit(1) - + library_dir = sys.argv[1] split_library(library_dir) From f295e52cc4f38f135b0e64fae1e198475a0151c3 Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 11:03:57 +0900 Subject: [PATCH 3/7] delete: Deleted unnecessary .gitkeep files Deleted .gitkeep in skills/excalidraw-diagram-generator/libraries/. --- skills/excalidraw-diagram-generator/libraries/.gitkeep | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 skills/excalidraw-diagram-generator/libraries/.gitkeep diff --git a/skills/excalidraw-diagram-generator/libraries/.gitkeep b/skills/excalidraw-diagram-generator/libraries/.gitkeep deleted file mode 100644 index e69de29bb..000000000 From fde6624be7bfc6fde56d348f4d748d8bb32a6735 Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 11:14:24 +0900 Subject: [PATCH 4/7] fix: update error message and regenerate docs after review - Improved error message clarity by including directory path - Regenerated READMEs via npm start to fix CI validation --- collections/partners.md | 10 +++++----- docs/README.agents.md | 12 ++++++------ docs/README.instructions.md | 2 +- docs/README.skills.md | 2 +- 4 files changed, 13 insertions(+), 13 deletions(-) diff --git a/collections/partners.md b/collections/partners.md index 729848d74..8055c3014 100644 --- a/collections/partners.md +++ b/collections/partners.md @@ -9,15 +9,15 @@ Custom agents that have been created by GitHub partners | Title | Type | Description | MCP Servers | | ----- | ---- | ----------- | ----------- | | [Amplitude Experiment Implementation](../agents/amplitude-experiment-implementation.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md)
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[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Agent | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | custom-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Comet Opik](../agents/comet-opik.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcomet-opik.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcomet-opik.agent.md) | Agent | Unified Comet Opik agent for instrumenting LLM apps, managing prompts/projects, auditing prompts, and investigating traces/metrics via the latest Opik MCP server. | opik
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=opik&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=opik&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D) | | [DiffblueCover](../agents/diffblue-cover.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdiffblue-cover.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdiffblue-cover.agent.md) | Agent | Expert agent for creating unit tests for java applications using Diffblue Cover. | DiffblueCover
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=DiffblueCover&config=%7B%22command%22%3A%22uv%22%2C%22args%22%3A%5B%22run%22%2C%22--with%22%2C%22fastmcp%22%2C%22fastmcp%22%2C%22run%22%2C%22%252Fplaceholder%252Fpath%252Fto%252Fcover-mcp%252Fmain.py%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=DiffblueCover&config=%7B%22command%22%3A%22uv%22%2C%22args%22%3A%5B%22run%22%2C%22--with%22%2C%22fastmcp%22%2C%22fastmcp%22%2C%22run%22%2C%22%252Fplaceholder%252Fpath%252Fto%252Fcover-mcp%252Fmain.py%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22uv%22%2C%22args%22%3A%5B%22run%22%2C%22--with%22%2C%22fastmcp%22%2C%22fastmcp%22%2C%22run%22%2C%22%252Fplaceholder%252Fpath%252Fto%252Fcover-mcp%252Fmain.py%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Droid](../agents/droid.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdroid.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdroid.agent.md) | Agent | Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation | | -| [Dynatrace Expert](../agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | Agent | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | [dynatrace](https://github.com/mcp/io.github.dynatrace-oss/Dynatrace-mcp)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D) | +| [Dynatrace Expert](../agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | Agent | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | dynatrace
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D) | | [Elasticsearch Agent](../agents/elasticsearch-observability.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felasticsearch-observability.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felasticsearch-observability.agent.md) | Agent | Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data. | elastic-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=elastic-mcp&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22mcp-remote%22%2C%22https%253A%252F%252F%257BKIBANA_URL%257D%252Fapi%252Fagent_builder%252Fmcp%22%2C%22--header%22%2C%22Authorization%253A%2524%257BAUTH_HEADER%257D%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=elastic-mcp&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22mcp-remote%22%2C%22https%253A%252F%252F%257BKIBANA_URL%257D%252Fapi%252Fagent_builder%252Fmcp%22%2C%22--header%22%2C%22Authorization%253A%2524%257BAUTH_HEADER%257D%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22mcp-remote%22%2C%22https%253A%252F%252F%257BKIBANA_URL%257D%252Fapi%252Fagent_builder%252Fmcp%22%2C%22--header%22%2C%22Authorization%253A%2524%257BAUTH_HEADER%257D%22%5D%2C%22env%22%3A%7B%7D%7D) | | [JFrog Security Agent](../agents/jfrog-sec.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md) | Agent | The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence. | | -| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | Agent | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | [launchdarkly](https://github.com/mcp/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | Agent | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | launchdarkly
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Lingo.dev Localization (i18n) Agent](../agents/lingodotdev-i18n.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md) | Agent | Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach. | lingo
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D) | | [Monday Bug Context Fixer](../agents/monday-bug-fixer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmonday-bug-fixer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmonday-bug-fixer.agent.md) | Agent | Elite bug-fixing agent that enriches task context from Monday.com platform data. Gathers related items, docs, comments, epics, and requirements to deliver production-quality fixes with comprehensive PRs. | monday-api-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=monday-api-mcp&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.monday.com%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24MONDAY_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=monday-api-mcp&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.monday.com%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24MONDAY_TOKEN%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.monday.com%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24MONDAY_TOKEN%22%7D%7D) | | [Mongodb Performance Advisor](../agents/mongodb-performance-advisor.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmongodb-performance-advisor.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmongodb-performance-advisor.agent.md) | Agent | Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of the database. | | @@ -25,9 +25,9 @@ Custom agents that have been created by GitHub partners | [Neon Migration Specialist](../agents/neon-migration-specialist.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md) | Agent | Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to productionβ€”all automated with support for Prisma, Drizzle, or your favorite ORM. | | | [Neon Performance Analyzer](../agents/neon-optimization-analyzer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md) | Agent | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes. | | | [Octopus Release Notes With Mcp](../agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Agent | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | octopus
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D) | -| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md) | Agent | Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs. | [pagerduty](https://github.com/mcp/io.github.PagerDuty/pagerduty-mcp)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D) | +| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md) | Agent | Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs. | pagerduty
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D) | | [Stackhawk Security Onboarding](../agents/stackhawk-security-onboarding.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md) | Agent | Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow | stackhawk-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=stackhawk-mcp&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22stackhawk-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=stackhawk-mcp&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22stackhawk-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22stackhawk-mcp%22%5D%2C%22env%22%3A%7B%7D%7D) | -| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Agent | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | [terraform](https://github.com/mcp/io.github.hashicorp/terraform-mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Agent | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | terraform
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | --- *This collection includes 20 curated items for **Partners**.* \ No newline at end of file diff --git a/docs/README.agents.md b/docs/README.agents.md index 46cdb4110..314685352 100644 --- a/docs/README.agents.md +++ b/docs/README.agents.md @@ -26,7 +26,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [AEM Front-End Specialist](../agents/aem-frontend-specialist.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Faem-frontend-specialist.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Faem-frontend-specialist.agent.md) | Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration | | | [Amplitude Experiment Implementation](../agents/amplitude-experiment-implementation.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md) | This custom agent uses Amplitude'sΒ MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features. | | | [API Architect mode instructions](../agents/api-architect.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapi-architect.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapi-architect.agent.md) | Your role is that of an API architect. Help mentor the engineer by providing guidance, support, and working code. | | -| [Apify Integration Expert](../agents/apify-integration-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md) | Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment. | [apify](https://github.com/mcp/com.apify/apify-mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D) | +| [Apify Integration Expert](../agents/apify-integration-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md) | Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment. | apify
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D) | | [Arm Migration Agent](../agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | custom-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Azure AVM Bicep mode](../agents/azure-verified-modules-bicep.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-bicep.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-bicep.agent.md) | Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM). | | | [Azure AVM Terraform mode](../agents/azure-verified-modules-terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-terraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-terraform.agent.md) | Create, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM). | | @@ -49,7 +49,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [CAST Imaging Structural Quality Advisor Agent](../agents/cast-imaging-structural-quality-advisor.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcast-imaging-structural-quality-advisor.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcast-imaging-structural-quality-advisor.agent.md) | Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging | imaging-structural-quality
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=imaging-structural-quality&config=%7B%22url%22%3A%22https%3A%2F%2Fcastimaging.io%2Fimaging%2Fmcp%2F%22%2C%22headers%22%3A%7B%22x-api-key%22%3A%22%24%7Binput%3Aimaging-key%7D%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=imaging-structural-quality&config=%7B%22url%22%3A%22https%3A%2F%2Fcastimaging.io%2Fimaging%2Fmcp%2F%22%2C%22headers%22%3A%7B%22x-api-key%22%3A%22%24%7Binput%3Aimaging-key%7D%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fcastimaging.io%2Fimaging%2Fmcp%2F%22%2C%22headers%22%3A%7B%22x-api-key%22%3A%22%24%7Binput%3Aimaging-key%7D%22%7D%7D) | | [Clojure Interactive Programming](../agents/clojure-interactive-programming.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fclojure-interactive-programming.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fclojure-interactive-programming.agent.md) | Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents workarounds, and develops solutions incrementally through live REPL evaluation before file modifications. | | | [Comet Opik](../agents/comet-opik.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcomet-opik.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcomet-opik.agent.md) | Unified Comet Opik agent for instrumenting LLM apps, managing prompts/projects, auditing prompts, and investigating traces/metrics via the latest Opik MCP server. | opik
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=opik&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=opik&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22opik-mcp%22%5D%2C%22env%22%3A%7B%7D%7D) | -| [Context7 Expert](../agents/context7.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcontext7.agent.md)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.context7.com%2Fmcp%22%2C%22headers%22%3A%7B%22CONTEXT7_API_KEY%22%3A%22%24%7B%7B%20secrets.COPILOT_MCP_CONTEXT7%20%7D%7D%22%7D%7D) | | [Create PRD Chat Mode](../agents/prd.agent.md)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcritical-thinking.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcritical-thinking.agent.md) | Challenge assumptions and encourage critical thinking to ensure the best possible solution and outcomes. | | | [Custom Agent Foundry](../agents/custom-agent-foundry.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcustom-agent-foundry.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcustom-agent-foundry.agent.md) | Expert at designing and creating VS Code custom agents with optimal configurations | | @@ -61,7 +61,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [DiffblueCover](../agents/diffblue-cover.agent.md)
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[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdiffblue-cover.agent.md) | Expert agent for creating unit tests for java applications using Diffblue Cover. | DiffblueCover
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=DiffblueCover&config=%7B%22command%22%3A%22uv%22%2C%22args%22%3A%5B%22run%22%2C%22--with%22%2C%22fastmcp%22%2C%22fastmcp%22%2C%22run%22%2C%22%252Fplaceholder%252Fpath%252Fto%252Fcover-mcp%252Fmain.py%22%5D%2C%22env%22%3A%7B%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22uv%22%2C%22args%22%3A%5B%22run%22%2C%22--with%22%2C%22fastmcp%22%2C%22fastmcp%22%2C%22run%22%2C%22%252Fplaceholder%252Fpath%252Fto%252Fcover-mcp%252Fmain.py%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Droid](../agents/droid.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdroid.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdroid.agent.md) | Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation | | | [Drupal Expert](../agents/drupal-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdrupal-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdrupal-expert.agent.md) | Expert assistant for Drupal development, architecture, and best practices using PHP 8.3+ and modern Drupal patterns | | -| [Dynatrace Expert](../agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | [dynatrace](https://github.com/mcp/io.github.dynatrace-oss/Dynatrace-mcp)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D) | +| [Dynatrace Expert](../agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | dynatrace
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=dynatrace&config=%7B%22url%22%3A%22https%3A%2F%2Fpia1134d.dev.apps.dynatracelabs.com%2Fplatform-reserved%2Fmcp-gateway%2Fv0.1%2Fservers%2Fdynatrace-mcp%2Fmcp%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24COPILOT_MCP_DT_API_TOKEN%22%7D%7D)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felasticsearch-observability.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felasticsearch-observability.agent.md) | Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data. | elastic-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=elastic-mcp&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22mcp-remote%22%2C%22https%253A%252F%252F%257BKIBANA_URL%257D%252Fapi%252Fagent_builder%252Fmcp%22%2C%22--header%22%2C%22Authorization%253A%2524%257BAUTH_HEADER%257D%22%5D%2C%22env%22%3A%7B%7D%7D)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felectron-angular-native.agent.md)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fexpert-dotnet-software-engineer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fexpert-dotnet-software-engineer.agent.md) | Provide expert .NET software engineering guidance using modern software design patterns. | | @@ -80,7 +80,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Kotlin MCP Server Development Expert](../agents/kotlin-mcp-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkotlin-mcp-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkotlin-mcp-expert.agent.md) | Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK. | | | [Kusto Assistant: Azure Data Explorer (Kusto) Engineering Assistant](../agents/kusto-assistant.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkusto-assistant.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkusto-assistant.agent.md) | Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server | | | [Laravel Expert Agent](../agents/laravel-expert-agent.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaravel-expert-agent.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaravel-expert-agent.agent.md) | Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices | | -| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | [launchdarkly](https://github.com/mcp/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | launchdarkly
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Lingo.dev Localization (i18n) Agent](../agents/lingodotdev-i18n.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md) | Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach. | lingo
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D) | | [MAUI Expert](../agents/dotnet-maui.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdotnet-maui.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdotnet-maui.agent.md) | Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices. | | | [MCP M365 Agent Expert](../agents/mcp-m365-agent-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmcp-m365-agent-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmcp-m365-agent-expert.agent.md) | Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration | | @@ -99,7 +99,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Neon Performance Analyzer](../agents/neon-optimization-analyzer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md) | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes. | | | [Octopus Release Notes With Mcp](../agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | octopus
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D) | | [OpenAPI to Application Generator](../agents/openapi-to-application.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fopenapi-to-application.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fopenapi-to-application.agent.md) | Expert assistant for generating working applications from OpenAPI specifications | | -| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md) | Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs. | [pagerduty](https://github.com/mcp/io.github.PagerDuty/pagerduty-mcp)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D) | +| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
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[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D) | | [PHP MCP Expert](../agents/php-mcp-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fphp-mcp-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fphp-mcp-expert.agent.md) | Expert assistant for PHP MCP server development using the official PHP SDK with attribute-based discovery | | | [Pimcore Expert](../agents/pimcore-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpimcore-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpimcore-expert.agent.md) | Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration | | | [Plan Mode Strategic Planning & Architecture](../agents/plan.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fplan.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fplan.agent.md) | Strategic planning and architecture assistant focused on thoughtful analysis before implementation. Helps developers understand codebases, clarify requirements, and develop comprehensive implementation strategies. | | @@ -147,7 +147,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Technical Content Evaluator](../agents/technical-content-evaluator.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftechnical-content-evaluator.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftechnical-content-evaluator.agent.md) | Elite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews for technical accuracy, pedagogical excellence, content flow, code validation, and ensures A-grade quality standards. | | | [Technical Debt Remediation Plan](../agents/tech-debt-remediation-plan.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftech-debt-remediation-plan.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftech-debt-remediation-plan.agent.md) | Generate technical debt remediation plans for code, tests, and documentation. | | | [Technical spike research mode](../agents/research-technical-spike.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fresearch-technical-spike.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fresearch-technical-spike.agent.md) | Systematically research and validate technical spike documents through exhaustive investigation and controlled experimentation. | | -| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | [terraform](https://github.com/mcp/io.github.hashicorp/terraform-mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | terraform
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Terraform IaC Reviewer](../agents/terraform-iac-reviewer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform-iac-reviewer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform-iac-reviewer.agent.md) | Terraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline | | | [Thinking Beast Mode](../agents/Thinking-Beast-Mode.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2FThinking-Beast-Mode.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2FThinking-Beast-Mode.agent.md) | A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom. | | | [TypeScript MCP Server Expert](../agents/typescript-mcp-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftypescript-mcp-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftypescript-mcp-expert.agent.md) | Expert assistant for developing Model Context Protocol (MCP) servers in TypeScript | | diff --git a/docs/README.instructions.md b/docs/README.instructions.md index 393c80465..c15c25f92 100644 --- a/docs/README.instructions.md +++ b/docs/README.instructions.md @@ -35,8 +35,8 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for | [Blazor](../instructions/blazor.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md) | Blazor component and application patterns | | [C# Development](../instructions/csharp.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md) | Guidelines for building C# applications | | [C# MCP Server Development](../instructions/csharp-mcp-server.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md) | Instructions for building Model Context Protocol (MCP) servers using the C# SDK | -| [C# μ½”λ“œ μž‘μ„± κ·œμΉ™](../instructions/csharp-ko.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md) | C# μ• ν”Œλ¦¬μΌ€μ΄μ…˜ κ°œλ°œμ„ μœ„ν•œ μ½”λ“œ μž‘μ„± κ·œμΉ™ by @jgkim999 | | [C# γ‚’γƒ—γƒͺケーション開発](../instructions/csharp-ja.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md) | C# γ‚’γƒ—γƒͺγ‚±γƒΌγ‚·γƒ§γƒ³ζ§‹η―‰ζŒ‡ι‡ by @tsubakimoto | +| [C# μ½”λ“œ μž‘μ„± κ·œμΉ™](../instructions/csharp-ko.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md) | C# μ• ν”Œλ¦¬μΌ€μ΄μ…˜ κ°œλ°œμ„ μœ„ν•œ μ½”λ“œ μž‘μ„± κ·œμΉ™ by @jgkim999 | | [Clojure Development Instructions](../instructions/clojure.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md) | Clojure-specific coding patterns, inline def usage, code block templates, and namespace handling for Clojure development. | | [Cmake Vcpkg](../instructions/cmake-vcpkg.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md) | C++ project configuration and package management | | [Code Components](../instructions/pcf-code-components.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpcf-code-components.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpcf-code-components.instructions.md) | Understanding code components structure and implementation | diff --git a/docs/README.skills.md b/docs/README.skills.md index 731f5bcd7..63b21e24c 100644 --- a/docs/README.skills.md +++ b/docs/README.skills.md @@ -31,7 +31,7 @@ Skills differ from other primitives by supporting bundled assets (scripts, code | [azure-static-web-apps](../skills/azure-static-web-apps/SKILL.md) | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps. | None | | [chrome-devtools](../skills/chrome-devtools/SKILL.md) | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance. | None | | [copilot-sdk](../skills/copilot-sdk/SKILL.md) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None | -| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `libraries/.gitkeep`
`references/element-types.md`
`references/excalidraw-schema.md`
`scripts/README.md`
`scripts/add-arrow.py`
`scripts/add-icon-to-diagram.py`
`scripts/split-excalidraw-library.py`
`templates/business-flow-swimlane-template.excalidraw`
`templates/class-diagram-template.excalidraw`
`templates/data-flow-diagram-template.excalidraw`
`templates/er-diagram-template.excalidraw`
`templates/flowchart-template.excalidraw`
`templates/mindmap-template.excalidraw`
`templates/relationship-template.excalidraw`
`templates/sequence-diagram-template.excalidraw` | +| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`
`references/excalidraw-schema.md`
`scripts/README.md`
`scripts/add-arrow.py`
`scripts/add-icon-to-diagram.py`
`scripts/split-excalidraw-library.py`
`templates/business-flow-swimlane-template.excalidraw`
`templates/class-diagram-template.excalidraw`
`templates/data-flow-diagram-template.excalidraw`
`templates/er-diagram-template.excalidraw`
`templates/flowchart-template.excalidraw`
`templates/mindmap-template.excalidraw`
`templates/relationship-template.excalidraw`
`templates/sequence-diagram-template.excalidraw` | | [gh-cli](../skills/gh-cli/SKILL.md) | GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line. | None | | [git-commit](../skills/git-commit/SKILL.md) | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping | None | | [github-issues](../skills/github-issues/SKILL.md) | Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, or manage issue workflows. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", or any GitHub issue management task. | `references/templates.md` | From ad72c92801fc43c54a9013870f1404f6bc0fe4e8 Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 11:33:23 +0900 Subject: [PATCH 5/7] chore: sync generated docs with upstream to fix MCP registry links --- docs/README.agents.md | 12 ++++++------ docs/README.instructions.md | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/README.agents.md b/docs/README.agents.md index f113c8f75..1980a6d5c 100644 --- a/docs/README.agents.md +++ b/docs/README.agents.md @@ -26,7 +26,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [AEM Front-End Specialist](../agents/aem-frontend-specialist.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Faem-frontend-specialist.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Faem-frontend-specialist.agent.md) | Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration | | | [Amplitude Experiment Implementation](../agents/amplitude-experiment-implementation.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md) | This custom agent uses Amplitude'sΒ MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features. | | | [API Architect mode instructions](../agents/api-architect.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapi-architect.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapi-architect.agent.md) | Your role is that of an API architect. Help mentor the engineer by providing guidance, support, and working code. | | -| [Apify Integration Expert](../agents/apify-integration-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md) | Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment. | apify
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D) | +| [Apify Integration Expert](../agents/apify-integration-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fapify-integration-expert.agent.md) | Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment. | [apify](https://github.com/mcp/com.apify/apify-mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=apify&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.apify.com%22%2C%22headers%22%3A%7B%22Authorization%22%3A%22Bearer%20%24APIFY_TOKEN%22%2C%22Content-Type%22%3A%22application%2Fjson%22%7D%7D) | | [Arch Linux Expert](../agents/arch-linux-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farch-linux-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farch-linux-expert.agent.md) | Arch Linux specialist focused on pacman, rolling-release maintenance, and Arch-centric system administration workflows. | | | [Arm Migration Agent](../agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | custom-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=custom-mcp&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22--rm%22%2C%22-i%22%2C%22-v%22%2C%22%2524%257B%257B%2520github.workspace%2520%257D%257D%253A%252Fworkspace%22%2C%22--name%22%2C%22arm-mcp%22%2C%22armlimited%252Farm-mcp%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Azure AVM Bicep mode](../agents/azure-verified-modules-bicep.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-bicep.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fazure-verified-modules-bicep.agent.md) | Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM). | | @@ -51,7 +51,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [CentOS Linux Expert](../agents/centos-linux-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcentos-linux-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcentos-linux-expert.agent.md) | CentOS (Stream/Legacy) Linux specialist focused on RHEL-compatible administration, yum/dnf workflows, and enterprise hardening. | | | [Clojure Interactive Programming](../agents/clojure-interactive-programming.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fclojure-interactive-programming.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fclojure-interactive-programming.agent.md) | Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents workarounds, and develops solutions incrementally through live REPL evaluation before file modifications. | | | [Comet Opik](../agents/comet-opik.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fcomet-opik.agent.md)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22mcp-remote%22%2C%22https%253A%252F%252F%257BKIBANA_URL%257D%252Fapi%252Fagent_builder%252Fmcp%22%2C%22--header%22%2C%22Authorization%253A%2524%257BAUTH_HEADER%257D%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Electron Code Review Mode Instructions](../agents/electron-angular-native.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felectron-angular-native.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Felectron-angular-native.agent.md) | Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript, shell, or native tooling). Services in other repos are not reviewed here. | | | [Expert .NET software engineer mode instructions](../agents/expert-dotnet-software-engineer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fexpert-dotnet-software-engineer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fexpert-dotnet-software-engineer.agent.md) | Provide expert .NET software engineering guidance using modern software design patterns. | | @@ -84,7 +84,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Kotlin MCP Server Development Expert](../agents/kotlin-mcp-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkotlin-mcp-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkotlin-mcp-expert.agent.md) | Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK. | | | [Kusto Assistant: Azure Data Explorer (Kusto) Engineering Assistant](../agents/kusto-assistant.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkusto-assistant.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fkusto-assistant.agent.md) | Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server | | | [Laravel Expert Agent](../agents/laravel-expert-agent.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaravel-expert-agent.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaravel-expert-agent.agent.md) | Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices | | -| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | launchdarkly
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | [launchdarkly](https://github.com/mcp/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=launchdarkly&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22--package%22%2C%22%2540launchdarkly%252Fmcp-server%22%2C%22--%22%2C%22mcp%22%2C%22start%22%2C%22--api-key%22%2C%22%2524LD_ACCESS_TOKEN%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Lingo.dev Localization (i18n) Agent](../agents/lingodotdev-i18n.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flingodotdev-i18n.agent.md) | Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach. | lingo
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=lingo&config=%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22%22%2C%22args%22%3A%5B%5D%2C%22env%22%3A%7B%7D%7D) | | [MAUI Expert](../agents/dotnet-maui.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdotnet-maui.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdotnet-maui.agent.md) | Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices. | | | [MCP M365 Agent Expert](../agents/mcp-m365-agent-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmcp-m365-agent-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fmcp-m365-agent-expert.agent.md) | Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration | | @@ -103,7 +103,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Neon Performance Analyzer](../agents/neon-optimization-analyzer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md) | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes. | | | [Octopus Release Notes With Mcp](../agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | octopus
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=octopus&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%2540octopusdeploy%252Fmcp-server%22%5D%2C%22env%22%3A%7B%7D%7D) | | [OpenAPI to Application Generator](../agents/openapi-to-application.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fopenapi-to-application.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fopenapi-to-application.agent.md) | Expert assistant for generating working applications from OpenAPI specifications | | -| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md) | Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs. | pagerduty
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscodeinsiders?name=pagerduty&config=%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22url%22%3A%22https%3A%2F%2Fmcp.pagerduty.com%2Fmcp%22%2C%22headers%22%3A%7B%7D%7D) | +| [PagerDuty Incident Responder](../agents/pagerduty-incident-responder.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpagerduty-incident-responder.agent.md)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fphp-mcp-expert.agent.md)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpimcore-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fpimcore-expert.agent.md) | Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration | | | [Plan Mode Strategic Planning & Architecture](../agents/plan.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fplan.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fplan.agent.md) | Strategic planning and architecture assistant focused on thoughtful analysis before implementation. Helps developers understand codebases, clarify requirements, and develop comprehensive implementation strategies. | | @@ -152,7 +152,7 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | [Technical Content Evaluator](../agents/technical-content-evaluator.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftechnical-content-evaluator.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftechnical-content-evaluator.agent.md) | Elite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews for technical accuracy, pedagogical excellence, content flow, code validation, and ensures A-grade quality standards. | | | [Technical Debt Remediation Plan](../agents/tech-debt-remediation-plan.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftech-debt-remediation-plan.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftech-debt-remediation-plan.agent.md) | Generate technical debt remediation plans for code, tests, and documentation. | | | [Technical spike research mode](../agents/research-technical-spike.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fresearch-technical-spike.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fresearch-technical-spike.agent.md) | Systematically research and validate technical spike documents through exhaustive investigation and controlled experimentation. | | -| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | terraform
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | +| [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant code using latest provider/module versions, manages private registries, automates variable sets, and orchestrates infrastructure deployments with proper validation and security practices. | [terraform](https://github.com/mcp/io.github.hashicorp/terraform-mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?name=terraform&config=%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D)
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[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio/mcp-install?%7B%22command%22%3A%22docker%22%2C%22args%22%3A%5B%22run%22%2C%22-i%22%2C%22--rm%22%2C%22-e%22%2C%22TFE_TOKEN%253D%2524%257BCOPILOT_MCP_TFE_TOKEN%257D%22%2C%22-e%22%2C%22TFE_ADDRESS%253D%2524%257BCOPILOT_MCP_TFE_ADDRESS%257D%22%2C%22-e%22%2C%22ENABLE_TF_OPERATIONS%253D%2524%257BCOPILOT_MCP_ENABLE_TF_OPERATIONS%257D%22%2C%22hashicorp%252Fterraform-mcp-server%253Alatest%22%5D%2C%22env%22%3A%7B%7D%7D) | | [Terraform IaC Reviewer](../agents/terraform-iac-reviewer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform-iac-reviewer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform-iac-reviewer.agent.md) | Terraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline | | | [Thinking Beast Mode](../agents/Thinking-Beast-Mode.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2FThinking-Beast-Mode.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2FThinking-Beast-Mode.agent.md) | A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom. | | | [TypeScript MCP Server Expert](../agents/typescript-mcp-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftypescript-mcp-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Ftypescript-mcp-expert.agent.md) | Expert assistant for developing Model Context Protocol (MCP) servers in TypeScript | | diff --git a/docs/README.instructions.md b/docs/README.instructions.md index d7eb9b7e2..eb2d82d31 100644 --- a/docs/README.instructions.md +++ b/docs/README.instructions.md @@ -36,8 +36,8 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for | [Blazor](../instructions/blazor.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md) | Blazor component and application patterns | | [C# Development](../instructions/csharp.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md) | Guidelines for building C# applications | | [C# MCP Server Development](../instructions/csharp-mcp-server.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md) | Instructions for building Model Context Protocol (MCP) servers using the C# SDK | -| [C# γ‚’γƒ—γƒͺケーション開発](../instructions/csharp-ja.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md) | C# γ‚’γƒ—γƒͺγ‚±γƒΌγ‚·γƒ§γƒ³ζ§‹η―‰ζŒ‡ι‡ by @tsubakimoto | | [C# μ½”λ“œ μž‘μ„± κ·œμΉ™](../instructions/csharp-ko.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md)
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[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md) | C# γ‚’γƒ—γƒͺγ‚±γƒΌγ‚·γƒ§γƒ³ζ§‹η―‰ζŒ‡ι‡ by @tsubakimoto | | [CentOS Administration Guidelines](../instructions/centos-linux.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcentos-linux.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcentos-linux.instructions.md) | Guidance for CentOS administration, RHEL-compatible tooling, and SELinux-aware operations. | | [Clojure Development Instructions](../instructions/clojure.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md) | Clojure-specific coding patterns, inline def usage, code block templates, and namespace handling for Clojure development. | | [Cmake Vcpkg](../instructions/cmake-vcpkg.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md) | C++ project configuration and package management | From d6f3ae23bcdb61a457b261b3746d71dd3df9a8d6 Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 12:44:47 +0900 Subject: [PATCH 6/7] chore: update generated files (run npm start) --- docs/README.instructions.md | 2 +- docs/README.skills.md | 2 +- skills/excalidraw-diagram-generator/libraries/.gitkeep | 0 3 files changed, 2 insertions(+), 2 deletions(-) delete mode 100644 skills/excalidraw-diagram-generator/libraries/.gitkeep diff --git a/docs/README.instructions.md b/docs/README.instructions.md index 393c80465..c15c25f92 100644 --- a/docs/README.instructions.md +++ b/docs/README.instructions.md @@ -35,8 +35,8 @@ Team and project-specific instructions to enhance GitHub Copilot's behavior for | [Blazor](../instructions/blazor.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fblazor.instructions.md) | Blazor component and application patterns | | [C# Development](../instructions/csharp.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp.instructions.md) | Guidelines for building C# applications | | [C# MCP Server Development](../instructions/csharp-mcp-server.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-mcp-server.instructions.md) | Instructions for building Model Context Protocol (MCP) servers using the C# SDK | -| [C# μ½”λ“œ μž‘μ„± κ·œμΉ™](../instructions/csharp-ko.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md) | C# μ• ν”Œλ¦¬μΌ€μ΄μ…˜ κ°œλ°œμ„ μœ„ν•œ μ½”λ“œ μž‘μ„± κ·œμΉ™ by @jgkim999 | | [C# γ‚’γƒ—γƒͺケーション開発](../instructions/csharp-ja.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ja.instructions.md) | C# γ‚’γƒ—γƒͺγ‚±γƒΌγ‚·γƒ§γƒ³ζ§‹η―‰ζŒ‡ι‡ by @tsubakimoto | +| [C# μ½”λ“œ μž‘μ„± κ·œμΉ™](../instructions/csharp-ko.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcsharp-ko.instructions.md) | C# μ• ν”Œλ¦¬μΌ€μ΄μ…˜ κ°œλ°œμ„ μœ„ν•œ μ½”λ“œ μž‘μ„± κ·œμΉ™ by @jgkim999 | | [Clojure Development Instructions](../instructions/clojure.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fclojure.instructions.md) | Clojure-specific coding patterns, inline def usage, code block templates, and namespace handling for Clojure development. | | [Cmake Vcpkg](../instructions/cmake-vcpkg.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fcmake-vcpkg.instructions.md) | C++ project configuration and package management | | [Code Components](../instructions/pcf-code-components.instructions.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpcf-code-components.instructions.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/instructions?url=vscode-insiders%3Achat-instructions%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Finstructions%2Fpcf-code-components.instructions.md) | Understanding code components structure and implementation | diff --git a/docs/README.skills.md b/docs/README.skills.md index 487daf1a5..a12304d1e 100644 --- a/docs/README.skills.md +++ b/docs/README.skills.md @@ -31,7 +31,7 @@ Skills differ from other primitives by supporting bundled assets (scripts, code | [azure-static-web-apps](../skills/azure-static-web-apps/SKILL.md) | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps. | None | | [chrome-devtools](../skills/chrome-devtools/SKILL.md) | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance. | None | | [copilot-sdk](../skills/copilot-sdk/SKILL.md) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent. | None | -| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `libraries/.gitkeep`
`references/element-types.md`
`references/excalidraw-schema.md`
`scripts/README.md`
`scripts/add-arrow.py`
`scripts/add-icon-to-diagram.py`
`scripts/split-excalidraw-library.py`
`templates/business-flow-swimlane-template.excalidraw`
`templates/class-diagram-template.excalidraw`
`templates/data-flow-diagram-template.excalidraw`
`templates/er-diagram-template.excalidraw`
`templates/flowchart-template.excalidraw`
`templates/mindmap-template.excalidraw`
`templates/relationship-template.excalidraw`
`templates/sequence-diagram-template.excalidraw` | +| [excalidraw-diagram-generator](../skills/excalidraw-diagram-generator/SKILL.md) | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw. | `references/element-types.md`
`references/excalidraw-schema.md`
`scripts/README.md`
`scripts/add-arrow.py`
`scripts/add-icon-to-diagram.py`
`scripts/split-excalidraw-library.py`
`templates/business-flow-swimlane-template.excalidraw`
`templates/class-diagram-template.excalidraw`
`templates/data-flow-diagram-template.excalidraw`
`templates/er-diagram-template.excalidraw`
`templates/flowchart-template.excalidraw`
`templates/mindmap-template.excalidraw`
`templates/relationship-template.excalidraw`
`templates/sequence-diagram-template.excalidraw` | | [gh-cli](../skills/gh-cli/SKILL.md) | GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line. | None | | [git-commit](../skills/git-commit/SKILL.md) | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping | None | | [github-issues](../skills/github-issues/SKILL.md) | Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, or manage issue workflows. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", or any GitHub issue management task. | `references/templates.md` | diff --git a/skills/excalidraw-diagram-generator/libraries/.gitkeep b/skills/excalidraw-diagram-generator/libraries/.gitkeep deleted file mode 100644 index e69de29bb..000000000 From 29b5d67af6f6aafd2bfee3138c7fb6dcbcdf232a Mon Sep 17 00:00:00 2001 From: jun-shiromizu Date: Mon, 2 Feb 2026 12:45:16 +0900 Subject: [PATCH 7/7] chore: update excalidraw split script --- .../scripts/split-excalidraw-library.py | 68 +++++++++---------- 1 file changed, 34 insertions(+), 34 deletions(-) diff --git a/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py index 97a5e1412..ec903dd25 100644 --- a/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py +++ b/skills/excalidraw-diagram-generator/scripts/split-excalidraw-library.py @@ -26,121 +26,121 @@ def sanitize_filename(name: str) -> str: """ Sanitize icon name to create a valid filename. - + Args: name: Original icon name - + Returns: Sanitized filename safe for all platforms """ # Replace spaces with hyphens filename = name.replace(' ', '-') - + # Remove or replace special characters filename = re.sub(r'[^\w\-.]', '', filename) - + # Remove multiple consecutive hyphens filename = re.sub(r'-+', '-', filename) - + # Remove leading/trailing hyphens filename = filename.strip('-') - + return filename def find_library_file(directory: Path) -> Path: """ Find the .excalidrawlib file in the given directory. - + Args: directory: Directory to search - + Returns: Path to the library file - + Raises: SystemExit: If no library file or multiple library files found """ library_files = list(directory.glob('*.excalidrawlib')) - + if len(library_files) == 0: print(f"Error: No .excalidrawlib file found in {directory}") - print(f"Please place a .excalidrawlib file in this directory first.") + print(f"Please place a .excalidrawlib file in {directory} first.") sys.exit(1) - + if len(library_files) > 1: print(f"Error: Multiple .excalidrawlib files found in {directory}") - print(f"Please keep only one library file in the directory.") + print(f"Please keep only one library file in {directory}.") sys.exit(1) - + return library_files[0] def split_library(library_dir: str) -> None: """ Split an Excalidraw library file into individual icon files. - + Args: library_dir: Path to the directory containing the .excalidrawlib file """ library_dir = Path(library_dir) - + if not library_dir.exists(): print(f"Error: Directory not found: {library_dir}") sys.exit(1) - + if not library_dir.is_dir(): print(f"Error: Path is not a directory: {library_dir}") sys.exit(1) - + # Find the library file library_path = find_library_file(library_dir) print(f"Found library: {library_path.name}") - + # Load library file print(f"Loading library data...") with open(library_path, 'r', encoding='utf-8') as f: library_data = json.load(f) - + # Validate library structure if 'libraryItems' not in library_data: print("Error: Invalid library file format (missing 'libraryItems')") sys.exit(1) - + # Create icons directory icons_dir = library_dir / 'icons' icons_dir.mkdir(exist_ok=True) print(f"Output directory: {library_dir}") - + # Process each library item (icon) library_items = library_data['libraryItems'] icon_list = [] - + print(f"Processing {len(library_items)} icons...") - + for item in library_items: # Get icon name icon_name = item.get('name', 'Unnamed') - + # Create sanitized filename filename = sanitize_filename(icon_name) + '.json' - + # Save icon data icon_path = icons_dir / filename with open(icon_path, 'w', encoding='utf-8') as f: json.dump(item, f, ensure_ascii=False, indent=2) - + # Add to reference list icon_list.append({ 'name': icon_name, 'filename': filename }) - + print(f" βœ“ {icon_name} β†’ {filename}") - + # Sort icon list by name icon_list.sort(key=lambda x: x['name']) - + # Generate reference.md library_name = library_path.stem reference_path = library_dir / 'reference.md' @@ -150,14 +150,14 @@ def split_library(library_dir: str) -> None: f.write("## Available Icons\n\n") f.write("| Icon Name | Filename |\n") f.write("|-----------|----------|\n") - + for icon in icon_list: f.write(f"| {icon['name']} | `icons/{icon['filename']}` |\n") - + f.write("\n## Usage\n\n") f.write("Each icon JSON file contains the complete `elements` array needed to render that icon in Excalidraw.\n") f.write("You can copy the elements from these files into your Excalidraw diagrams.\n") - + print(f"\nβœ… Successfully split library into {len(icon_list)} icons") print(f"πŸ“„ Reference file created: {reference_path}") print(f"πŸ“ Icons directory: {icons_dir}") @@ -174,7 +174,7 @@ def main(): print(" python split-excalidraw-library.py skills/excalidraw-diagram-generator/libraries/aws-architecture-icons/") print("\nNote: The directory should contain a .excalidrawlib file.") sys.exit(1) - + library_dir = sys.argv[1] split_library(library_dir)