Identify failure modes before they occur using structured risk analysis

Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)

Delegate coding tasks to Codex AI for implementation, analysis, and alternative solutions. Use when you need a second AI perspective, want to explore different approaches, or need specialized...

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...

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow...

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

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

Generate comprehensive PR descriptions following repository templates

Security audit workflow - vulnerability scan → verification

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

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

Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found.

Research-to-implement pipeline chaining 5 MCP tools with graceful degradation

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

Boilerplate templates for Claude Code extensions. Triggers on: create agent, new skill, command template, hook script, extension scaffold.

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

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

Friendly onboarding when users ask about capabilities

Search Tool Hierarchy