feat: add continuous learning skill with session examples

Stop hook-based pattern extraction - no README, comments in .sh file.
This commit is contained in:
Affaan Mustafa
2026-01-20 18:33:33 -08:00
parent 3c1e7d9910
commit 6bf102dbaa
6 changed files with 321 additions and 0 deletions

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# /learn - Extract Reusable Patterns
Analyze the current session and extract any patterns worth saving as skills.
## Trigger
Run `/learn` at any point during a session when you've solved a non-trivial problem.
## What to Extract
Look for:
1. **Error Resolution Patterns**
- What error occurred?
- What was the root cause?
- What fixed it?
- Is this reusable for similar errors?
2. **Debugging Techniques**
- Non-obvious debugging steps
- Tool combinations that worked
- Diagnostic patterns
3. **Workarounds**
- Library quirks
- API limitations
- Version-specific fixes
4. **Project-Specific Patterns**
- Codebase conventions discovered
- Architecture decisions made
- Integration patterns
## Output Format
Create a skill file at `~/.claude/skills/learned/[pattern-name].md`:
```markdown
# [Descriptive Pattern Name]
**Extracted:** [Date]
**Context:** [Brief description of when this applies]
## Problem
[What problem this solves - be specific]
## Solution
[The pattern/technique/workaround]
## Example
[Code example if applicable]
## When to Use
[Trigger conditions - what should activate this skill]
```
## Process
1. Review the session for extractable patterns
2. Identify the most valuable/reusable insight
3. Draft the skill file
4. Ask user to confirm before saving
5. Save to `~/.claude/skills/learned/`
## Notes
- Don't extract trivial fixes (typos, simple syntax errors)
- Don't extract one-time issues (specific API outages, etc.)
- Focus on patterns that will save time in future sessions
- Keep skills focused - one pattern per skill

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# Session: Memory Leak Investigation
**Date:** 2026-01-17
**Started:** 09:00
**Last Updated:** 12:00
---
## Current State
Investigating memory leak in production. Heap growing unbounded over 24h period.
### Completed
- [x] Set up heap snapshots in staging
- [x] Identified leak source: event listeners not being cleaned up
- [x] Fixed leak in WebSocket handler
- [x] Verified fix with 4h soak test
### Root Cause
WebSocket `onMessage` handlers were being added on reconnect but not removed on disconnect. After ~1000 reconnects, memory grew from 200MB to 2GB.
### The Fix
```javascript
// Before (leaking)
socket.on('connect', () => {
socket.on('message', handleMessage)
})
// After (fixed)
socket.on('connect', () => {
socket.off('message', handleMessage) // Remove old listener first
socket.on('message', handleMessage)
})
// Even better - use once or cleanup on disconnect
socket.on('disconnect', () => {
socket.removeAllListeners('message')
})
```
### Debugging Technique Worth Saving
1. Take heap snapshot at T=0
2. Force garbage collection: `global.gc()`
3. Run suspected operation N times
4. Take heap snapshot at T=1
5. Compare snapshots - look for objects with count = N
### Notes for Next Session
- Add memory monitoring alert at 1GB threshold
- Document this debugging pattern for team
### Context to Load
```
src/services/websocket.js
```

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# Session: API Refactor - Error Handling
**Date:** 2026-01-19
**Started:** 10:00
**Last Updated:** 13:30
---
## Current State
Standardizing error handling across all API endpoints. Moving from ad-hoc try/catch to centralized error middleware.
### Completed
- [x] Created AppError class with status codes
- [x] Built global error handler middleware
- [x] Migrated `/users` routes to new pattern
- [x] Migrated `/products` routes
### Key Findings
- 47 endpoints with inconsistent error responses
- Some returning `{ error: message }`, others `{ message: message }`
- No consistent HTTP status codes
### Error Response Standard
```javascript
{
success: false,
error: {
code: 'VALIDATION_ERROR',
message: 'Email is required',
field: 'email' // optional, for validation errors
}
}
```
### Notes for Next Session
- Migrate remaining routes: `/orders`, `/payments`, `/admin`
- Add error logging to monitoring service
### Context to Load
```
src/middleware/errorHandler.js
src/utils/AppError.js
```

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# Session: Auth Feature Implementation
**Date:** 2026-01-20
**Started:** 14:30
**Last Updated:** 17:45
---
## Current State
Working on JWT authentication flow for the API. Main goal is replacing session-based auth with stateless tokens.
### Completed
- [x] Set up JWT signing with RS256
- [x] Created `/auth/login` endpoint
- [x] Added refresh token rotation
- [x] Fixed token expiry bug (was using seconds, needed milliseconds)
### In Progress
- [ ] Add rate limiting to auth endpoints
- [ ] Implement token blacklist for logout
### Blockers Encountered
1. **jsonwebtoken version mismatch** - v9.x changed the `verify()` signature, had to update error handling
2. **Redis TTL for refresh tokens** - Was setting TTL in seconds but passing milliseconds
### Key Decisions Made
- Using RS256 over HS256 for better security with distributed services
- Storing refresh tokens in Redis with 7-day TTL
- Access tokens expire in 15 minutes
### Code Locations Modified
- `src/middleware/auth.js` - JWT verification middleware
- `src/routes/auth.js` - Login/logout/refresh endpoints
- `src/services/token.service.js` - Token generation and validation
### Notes for Next Session
- Need to add CSRF protection for cookie-based token storage
- Consider adding fingerprinting for refresh token binding
- Review rate limit values with team
### Context to Load
```
src/middleware/
src/routes/auth.js
src/services/token.service.js
```
---
## Session Log
**14:30** - Started session, goal is JWT implementation
**14:45** - Set up basic JWT signing. Using RS256 with key pair stored in env vars.
**15:20** - Login endpoint working. Discovered jsonwebtoken v9 breaking change - `verify()` now throws different error types. Updated catch block:
```javascript
// Old (v8)
if (err.name === 'TokenExpiredError') { ... }
// New (v9)
if (err instanceof jwt.TokenExpiredError) { ... }
```
**16:00** - Refresh token rotation working but tokens expiring immediately. Bug: was passing `Date.now()` (milliseconds) to `expiresIn` which expects seconds. Fixed:
```javascript
// Wrong
expiresIn: Date.now() + 900000
// Correct
expiresIn: '15m'
```
**17:30** - Auth flow complete. Login -> access token -> refresh -> new tokens. Ready for rate limiting tomorrow.
**17:45** - Saving session state.

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{
"min_session_length": 10,
"extraction_threshold": "medium",
"auto_approve": false,
"learned_skills_path": "~/.claude/skills/learned/",
"patterns_to_detect": [
"error_resolution",
"user_corrections",
"workarounds",
"debugging_techniques",
"project_specific"
],
"ignore_patterns": [
"simple_typos",
"one_time_fixes",
"external_api_issues"
]
}

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#!/bin/bash
# Continuous Learning - Session Evaluator
# Runs on Stop hook to extract reusable patterns from Claude Code sessions
#
# Why Stop hook instead of UserPromptSubmit:
# - Stop runs once at session end (lightweight)
# - UserPromptSubmit runs every message (heavy, adds latency)
#
# Hook config (in ~/.claude/settings.json):
# {
# "hooks": {
# "Stop": [{
# "matcher": "*",
# "hooks": [{
# "type": "command",
# "command": "~/.claude/skills/continuous-learning/evaluate-session.sh"
# }]
# }]
# }
# }
#
# Patterns to detect: error_resolution, debugging_techniques, workarounds, project_specific
# Patterns to ignore: simple_typos, one_time_fixes, external_api_issues
# Extracted skills saved to: ~/.claude/skills/learned/
set -e
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
CONFIG_FILE="$SCRIPT_DIR/config.json"
LEARNED_SKILLS_PATH="${HOME}/.claude/skills/learned"
MIN_SESSION_LENGTH=10
# Load config if exists
if [ -f "$CONFIG_FILE" ]; then
MIN_SESSION_LENGTH=$(jq -r '.min_session_length // 10' "$CONFIG_FILE")
LEARNED_SKILLS_PATH=$(jq -r '.learned_skills_path // "~/.claude/skills/learned/"' "$CONFIG_FILE" | sed "s|~|$HOME|")
fi
# Ensure learned skills directory exists
mkdir -p "$LEARNED_SKILLS_PATH"
# Get transcript path from environment (set by Claude Code)
transcript_path="${CLAUDE_TRANSCRIPT_PATH:-}"
if [ -z "$transcript_path" ] || [ ! -f "$transcript_path" ]; then
exit 0
fi
# Count messages in session
message_count=$(grep -c '"type":"user"' "$transcript_path" 2>/dev/null || echo "0")
# Skip short sessions
if [ "$message_count" -lt "$MIN_SESSION_LENGTH" ]; then
echo "[ContinuousLearning] Session too short ($message_count messages), skipping" >&2
exit 0
fi
# Signal to Claude that session should be evaluated for extractable patterns
echo "[ContinuousLearning] Session has $message_count messages - evaluate for extractable patterns" >&2
echo "[ContinuousLearning] Save learned skills to: $LEARNED_SKILLS_PATH" >&2