Cc Skill Continuous Learning

{
  "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"
  ]
}


#!/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


---
name: cc-skill-continuous-learning
description: "Development skill from everything-claude-code"
risk: none
source: community
date_added: "2026-02-27"
---

# cc-skill-continuous-learning

Development skill skill.

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.