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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -56,6 +56,7 @@ Install or disable them dynamically with the `/plugin` command — enabling you

### Workflow Orchestration
- [angelos-symbo](./plugins/angelos-symbo)
- [claude-reflect](./plugins/claude-reflect) - Self-learning system that captures corrections during sessions and syncs to CLAUDE.md with human review
- [ceo-quality-controller-agent](./plugins/ceo-quality-controller-agent)
- [claude-desktop-extension](./plugins/claude-desktop-extension)
- [lyra](./plugins/lyra)
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20 changes: 20 additions & 0 deletions plugins/claude-reflect/.claude-plugin/plugin.json
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{
"name": "claude-reflect",
"version": "1.4.1",
"description": "Self-learning system for Claude Code that captures corrections and updates CLAUDE.md automatically",
"author": {
"name": "Bayram Annakov",
"url": "https://github.com/bayramannakov"
},
"repository": "https://github.com/bayramannakov/claude-reflect",
"license": "MIT",
"keywords": [
"claude-code",
"self-learning",
"corrections",
"CLAUDE.md",
"memory",
"learnings"
],
"hooks": "./hooks/hooks.json"
}
21 changes: 21 additions & 0 deletions plugins/claude-reflect/LICENSE
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MIT License

Copyright (c) 2025 Bayram Annakov

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
62 changes: 62 additions & 0 deletions plugins/claude-reflect/SKILL.md
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---
name: claude-reflect
description: Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.
---

# Claude Reflect - Self-Learning System

A two-stage system that helps Claude Code learn from user corrections.

## How It Works

**Stage 1: Capture (Automatic)**
Hooks detect correction patterns ("no, use X", "actually...", "use X not Y") and queue them to `~/.claude/learnings-queue.json`.

**Stage 2: Process (Manual)**
User runs `/reflect` to review and apply queued learnings to CLAUDE.md files.

## Available Commands

| Command | Purpose |
|---------|---------|
| `/reflect` | Process queued learnings with human review |
| `/reflect --scan-history` | Scan past sessions for missed learnings |
| `/reflect --dry-run` | Preview changes without applying |
| `/skip-reflect` | Discard all queued learnings |
| `/view-queue` | View pending learnings without processing |

## When to Remind Users

Remind users about `/reflect` when:
- They complete a feature or meaningful work unit
- They make corrections you should remember for future sessions
- They explicitly say "remember this" or similar
- Context is about to compact and queue has items

## Correction Detection Patterns

High-confidence corrections:
- Tool rejections (user stops an action with guidance)
- "no, use X" / "don't use Y"
- "actually..." / "I meant..."
- "use X not Y" / "X instead of Y"
- "remember:" (explicit marker)

## CLAUDE.md Destinations

- `~/.claude/CLAUDE.md` - Global learnings (model names, general patterns)
- `./CLAUDE.md` - Project-specific learnings (conventions, tools, structure)

## Example Interaction

```
User: no, use gpt-5.1 not gpt-5 for reasoning tasks
Claude: Got it, I'll use gpt-5.1 for reasoning tasks.

[Hook captures this correction to queue]

User: /reflect
Claude: Found 1 learning queued. "Use gpt-5.1 for reasoning tasks"
Scope: global
Apply to ~/.claude/CLAUDE.md? [y/n]
```
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