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".

Parallel Agent Orchestration

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

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

Agent Context Isolation

Wiring Verification

Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available

Hook Development Rules

Completion Check: Verify Infrastructure Is Wired

Implement technical plans from thoughts/shared/plans with verification

Search past reasoning for relevant decisions and approaches

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

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

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Workflow orchestrator that chains existing skills for feature development

Git Commit Rules

Show full session token usage, costs, TLDR savings, and hook activity

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