Best Practices Extractor Skill

Best Practices Extractor

Extract coding best practices from PR review comments and codebase analysis to generate .claude/best-practices/ documentation.

When to Use

Initial setup of coding standards for a project
Regular updates to capture new team feedback
Analyzing PR comments to document patterns
Generating best practices from code review history

Extraction Methods

All outputs are saved to .claude/pr-review-comments/.

Method 1: Incremental Update (Recommended)

For regular updates - fast and tracks state:

cd plugin/skills/best-practices-extractor
bash scripts/incremental_update.sh OWNER REPO_NAME

First run does full extraction; subsequent runs fetch only new PRs.

Output: .claude/pr-review-comments/{repo}_inline_comments.ndjson

Method 2: Full Extraction

For first-time setup or comprehensive analysis:

bash scripts/extract_pr_comments.sh REPO_NAME

Output: .claude/pr-review-comments/{repo}_inline_comments.ndjson

Method 3: Sort by File Tree

Organize extracted comments by directory structure:

bash scripts/sort_comments_by_filetree.sh .claude/pr-review-comments/{repo}_inline_comments.ndjson

Output: .claude/pr-review-comments/sorted/

Generating Best Practices

After extracting comments:

Identify patterns - Look for recurring feedback themes
Categorize - Group by type (naming, error-handling, type-safety, etc.)
Create documentation - Generate .claude/best-practices/ files

Output Structure

.claude/best-practices/
├── README.md              # Index
├── naming-conventions.md
├── error-handling.md
├── type-safety.md
├── testing.md
└── ...

Guideline Format

Each guideline should include:

## [Number]. [Title]

**Guideline:** [Clear statement]

**Why:** [Impact explanation]

**Example:**
```typescript
// Good
{example}

// Bad
{counter_example}

Source: PR #{number}


## Prerequisites

- **GitHub CLI (`gh`)**: Authenticated - check with `gh auth status`
- **jq**: JSON processor - check with `jq --version`

## Integration

This skill **generates** best practices. The `code-reviewer` agent and `/4_review` command **validate** against them.

Workflow:
1. Extract PR comments (this skill)
2. Analyze and generate `.claude/best-practices/`
3. Reviews automatically validate against best practices

## Additional Resources

- **`references/default-categories.md`** - Example category definitions
- **`references/scripts-guide.md`** - Detailed script documentation

Agent Skills: Best Practices Extractor

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Skill Files