Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)

Meta-skill workflow orchestrator for bug investigation and resolution. Routes to debug, implement, test, and commit based on scope.

Identify failure modes before they occur using structured risk analysis

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix...

System health check (MOT) for skills, agents, hooks, and memory

Implementation agent that executes a single task and creates handoff on completion

Security audit workflow - vulnerability scan → verification

Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best practices for interacting with the agent.

Systematic hook debugging workflow. Use when hooks aren't firing, producing wrong output, or behaving unexpectedly.

Agentic Workflow Pattern

Transform session learnings into permanent capabilities (skills, rules, agents). Use when asked to "improve setup", "learn from sessions", "compound learnings", or "what patterns should become skills".

Test-driven development workflow with philosophy guide - plan → write tests → implement → validate

Unified math capabilities - computation, solving, and explanation. I route to the right tool.

External research workflow for docs, web, APIs - NOT codebase exploration

Implement technical plans from thoughts/shared/plans with verification

Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration

Friendly onboarding when users ask about capabilities

Git Commit Rules

Reference guide for Agentica multi-agent infrastructure APIs

Comprehensive testing workflow - unit tests ∥ integration tests → E2E tests