Lint Drift

/lint-drift — Entropy Scanner

Inspired by OpenAI's "garbage collection" pattern: as agents replicate code, patterns drift. This skill scans for deviations from golden principles and generates targeted refactoring PRs.

Usage

/lint-drift                    # full scan
/lint-drift src/service/       # scan specific directory
/lint-drift --auto-fix         # scan + generate fix PRs

What It Scans For

1. Duplicate Logic

• Grep for similar function bodies across files
• Flag when 3+ files have near-identical patterns
• Recommend extracting to shared utility

2. Inconsistent Naming

• Check function/class naming follows conventions from code-gen/SKILL.md
• Flag mixed camelCase/snake_case within same language
• Flag inconsistent error class naming

3. Layer Violations (beyond imports)

• Service functions that directly access env vars (should go through config)
• API handlers with business logic (should be in service layer)
• Repository functions with HTTP calls (should be in service)

4. Dead Code

• Functions never called (grep for references)
• Imports never used
• Files not imported by anything
• Config values not referenced

5. Test Quality Drift

• Tests that only assert truthiness (assert result) without checking values
• Tests with no assertions
• Test files with no test functions
• Mocked business logic (should only mock boundaries)

6. Golden Principle Violations

• Files > 200 lines (warn) or > 300 lines (flag)
• Functions > 50 lines
• Missing type annotations
• Bare except/catch blocks
• Hardcoded values that should be config

Steps

1. Read .claude/skills/code-gen/SKILL.md for golden principles
2. Read .claude/state/learned-rules.md for project-specific rules
3. Scan source directories for each category above
4. Generate report to specs/reviews/drift-report.md:
   • Category, file:line, description, suggested fix
   • Severity: CLEANUP (auto-fixable), REFACTOR (needs thought), DEBT (track)
5. If --auto-fix: generate targeted commits for CLEANUP items
6. For REFACTOR items: create GitHub issues or add to backlog

When to Run

• After every 5 iterations of /auto (automatic)
• Before creating a PR
• When learned-rules.md grows past 10 rules (pattern accumulation signal)
• Weekly maintenance

Gotchas

• Don't refactor code you're not working on (scope creep)
• Don't flag pre-existing issues — only scan files changed since last scan
• CLEANUP fixes must pass the full ratchet gate before merging
• Never delete "unused" code without grepping for dynamic references