shancheas
f2f0be111a
- Added .cursor/sessions/* to .gitignore to prevent session files from being tracked. - Enhanced coding standards in SKILL.md by adding semicolons to TypeScript examples for consistency. - Improved formatting in continuous learning, detail layout, and other SKILL.md files for better readability. These changes aim to streamline development processes and maintain code quality across the project.
76 lines
2.1 KiB
Markdown
76 lines
2.1 KiB
Markdown
---
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name: continuous-learning
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description: Automatically extract reusable patterns from Cursor sessions and save them as learned skills for future use.
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---
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# Continuous Learning Skill
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Automatically evaluates Cursor sessions on end to extract reusable patterns that can be saved as learned skills.
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## How It Works
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This skill runs as a **sessionEnd hook** at the end of each session:
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1. **Session Evaluation**: Checks if session has enough messages (default: 10+)
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2. **Pattern Detection**: Identifies extractable patterns from the session
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3. **Skill Extraction**: Saves useful patterns to `.agents/skills/learned/`
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## Configuration
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Edit `config.json` to customize:
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```json
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{
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"min_session_length": 10,
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"extraction_threshold": "medium",
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"auto_approve": false,
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"learned_skills_path": ".agents/skills/learned/",
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"patterns_to_detect": [
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"error_resolution",
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"user_corrections",
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"workarounds",
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"debugging_techniques",
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"project_specific"
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],
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"ignore_patterns": ["simple_typos", "one_time_fixes", "external_api_issues"]
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}
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```
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## Pattern Types
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| Pattern | Description |
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| ---------------------- | ------------------------------------- |
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| `error_resolution` | How specific errors were resolved |
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| `user_corrections` | Patterns from user corrections |
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| `workarounds` | Solutions to framework/library quirks |
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| `debugging_techniques` | Effective debugging approaches |
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| `project_specific` | Project-specific conventions |
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## Hook Setup
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Already wired in `.cursor/hooks.json` as a `sessionEnd` command:
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```json
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{
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"version": 1,
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"hooks": {
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"sessionEnd": [
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{
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"command": "node .cursor/scripts/hooks/evaluate-session.js"
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}
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]
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}
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}
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```
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## Why Stop Hook?
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- **Lightweight**: Runs once at session end
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- **Non-blocking**: Doesn't add latency to every message
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- **Complete context**: Has access to full session transcript
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## Related
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- [The Longform Guide](https://x.com/affaanmustafa/status/2014040193557471352) - Section on continuous learning
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- `/learn` command - Manual pattern extraction mid-session
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