rulebook

Create structured analyses with numbered findings, execution plans, and task materialization

Author a rulebook task spec interactively — research, draft, ask the user clarifying questions, confirm, then create the tasks in rulebook ready for /rulebook-driver. Use when the user wants to plan/spec a feature before implementing.

Spec-driven task management for features and breaking changes with OpenSpec-compatible format

Tool: Anthropic Claude Code CLI (`npm install -g @anthropic-ai/claude-code`)

Behavioral guidelines to reduce common LLM coding mistakes — overcomplication, sloppy refactors, hidden assumptions, weak goals. Use when writing, reviewing, or refactoring code. Auto-applies; invoke explicitly via /karpathy-guidelines or 'follow karpathy discipline'.

Accessibility audit for WCAG compliance and usability

Design or review API endpoints (REST/GraphQL)

Architecture review, design decisions, and ADR writing

Diagnose and fix build failures or CI issues

Database schema design, migrations, and query optimization

Systematic debugging workflow for bugs and test failures

Prepare deployment artifacts and verify CI/CD readiness

Generate or update project documentation based on recent changes

Plan and execute migrations (database, API, framework)

Performance analysis, profiling, and optimization

Identify code smells and execute safe refactorings

Explore codebase and gather context about a topic or area

Deep code review of recent changes or specified files

Run a security audit on the project (dependencies, secrets, OWASP)

Tool: Anthropic Claude API with 200K context window

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).

Execute these commands after EVERY implementation (see AGENT_AUTOMATION module for full workflow).