shancheas
ff6814d038
- Introduced coding standards for TypeScript and React in SKILL.md. - Added continuous learning skill with configuration and evaluation scripts. - Created detail layout guidelines for read-only pages. - Established form layout rules for data-entry forms. - Documented project guidelines for the frontend monorepo. - Implemented security review checklist for frontend/Electron applications. - Developed a verification loop skill for comprehensive session checks. This commit enhances the skill set available for developers, ensuring adherence to best practices and improving code quality.
80 lines
2.0 KiB
Markdown
80 lines
2.0 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": [
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"simple_typos",
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"one_time_fixes",
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"external_api_issues"
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]
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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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