claude-toolkit

Interactive agent builder: guides the user through defining a new agent as a behavioral spec, then generates the agent .md and installs it.

Cross-repo investigation: research planning issues, break down into sub-issues, generate ralph session prompts per repo.

Three-phase QA orchestrator: parallel scan, interactive triage, guided fix.

Interactive feature builder with subagent delegation and approval gates.

Interactive rule builder: guides the user through defining a new rule as a constraint doc, then generates the rule .md and installs it.

Interactive skill builder: guides the user through defining a new skill as a structured SOP, then generates the SKILL.md and installs it.

Review code changes for architectural issues — module boundaries, coupling, and dependency direction.

Diagnose and fix build errors with minimal changes.

Review code changes for correctness, security, test coverage, and style.

Update documentation to reflect recent code changes.

Diagnose runtime issues through structured hypothesis-driven debugging.

Review code changes for performance anti-patterns — N+1 queries, unbounded results, blocking ops.

Analyze requirements and produce a structured implementation plan.

Find and safely remove dead code, unused imports, and duplicate logic.

Run an OWASP-focused security analysis on code changes.

Enforce test-first discipline with red-green-refactor guidance and verification checkpoints.