Workflow orchestrator that chains existing skills for feature development
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)
Identify failure modes before they occur using structured risk analysis
Generate hook script from template
Implementation agent that executes a single task and creates handoff on completion
Migration workflow - research β analyze β plan β implement β review
Security audit workflow - vulnerability scan β verification
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Test-driven development workflow with philosophy guide - plan β write tests β implement β validate
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
External research workflow for docs, web, APIs - NOT codebase exploration
Validate hooks configuration and scripts
Search past reasoning for relevant decisions and approaches
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
Friendly onboarding when users ask about capabilities
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Maps questions to the optimal tldr command. Use this to pick the right layer