
claude-improve-config
by anam-org
Pluggable versioned metadata management for incremental multi-modal pipelines.
SKILL.md
name: claude-improve-config description: Self-reflect on the current session to identify mistakes and propose improvements to .claude configuration (CLAUDE.md, hooks, skills).
Claude Config Self-Improvement
Analyze the current session for errors, mistakes, or inefficiencies and propose improvements to the .claude configuration to prevent similar issues in the future.
When to Use
- After a session with significant mistakes or rework
- When you notice patterns that could be prevented with better configuration
- When explicitly requested via
/claude-improve-config - Automatically triggered by the
SessionEndhook
Self-Reflection Process
1. Analyze the Session
Review the conversation for:
- Repeated mistakes: Same error made multiple times
- Misunderstandings: User had to correct Claude's interpretation
- Inefficient workflows: Better approaches discovered late in the session
- Tool misuse: Wrong tool for the job, excessive tool calls
- Missing context: Information that would have helped if in CLAUDE.md
- Ignored instructions: Existing CLAUDE.md rules that were violated
2. Categorize Issues
Rate severity:
- Critical: Caused significant rework or user frustration
- Moderate: Caused delays or minor corrections needed
- Minor: Slight inefficiency but didn't impact outcome
Only propose changes for critical or moderate issues.
3. Propose Configuration Changes
Changes can include:
CLAUDE.md Updates:
- New guardrails or constraints
- Clarified existing instructions
- Project-specific patterns to follow
New Hooks:
- PreToolUse hooks to prevent specific mistakes
- PostToolUse hooks to validate outputs
- Stop hooks to enforce checks before completion
New Skills:
- Reusable knowledge for recurring tasks
- Best practices for specific domains
4. Format the Proposal
Present proposals clearly:
## Session Reflection
### Issues Identified
1. **[Critical/Moderate]** Brief description of the issue
- What happened: ...
- Why it happened: ...
- Impact: ...
### Proposed Changes
#### Change 1: [Type - CLAUDE.md/Hook/Skill]
**Rationale:** Why this change prevents the issue
**Implementation:**
[Show the exact changes to make]
#### Change 2: ...
Guidelines
- Only propose changes that are generalizable - don't add rules for one-off situations
- Keep CLAUDE.md concise - prefer hooks for enforcement over verbose instructions
- Test proposed hooks mentally - ensure they won't block legitimate workflows
- Prefer minimal changes - one well-designed rule is better than many narrow ones
- Consider false positives - hooks should not create friction for normal operations
Example Proposals
Example 1: Missing Test Verification
Issue: Claude claimed tests passed without running them.
Proposal: Add to CLAUDE.md:
**Test verification**: Never claim tests pass without showing actual test output. Always run `uv run pytest` with the specific test file before marking test-related tasks complete.
Example 2: Repeated Lint Failures
Issue: Code was submitted with lint errors multiple times.
Proposal: Add PostToolUse hook for Write/Edit:
{
"matcher": "Write|Edit",
"hooks": [
{
"type": "command",
"command": "ruff check --select=E,F $TOOL_INPUT.file_path 2>/dev/null || true"
}
]
}
Example 3: Wrong Branch for PR
Issue: PR was created against wrong base branch.
Proposal: Add to CLAUDE.md:
**Pull requests**: Always verify the target branch before creating a PR. For this project, PRs should target `main` unless explicitly specified otherwise.
Non-Examples (Do NOT Propose)
- One-off mistakes that won't recur
- User preference differences (not errors)
- Issues already covered by existing configuration
- Overly specific rules that won't generalize
- Changes that would slow down normal workflows significantly
Score
Total Score
Based on repository quality metrics
SKILL.mdファイルが含まれている
ライセンスが設定されている
100文字以上の説明がある
GitHub Stars 100以上
1ヶ月以内に更新
10回以上フォークされている
オープンIssueが50未満
プログラミング言語が設定されている
1つ以上のタグが設定されている
Reviews
Reviews coming soon
