Search GitHub code, repositories, issues, and PRs via MCP
Deterministic router for math cognitive stack - maps user intent to exact CLI commands
Idempotent Redundancy
Environment Triage
Get a token-efficient overview of any project using the TLDR stack
A complete skill for E2E testing
Index at Creation Time
Store a learning, pattern, or decision in the memory system for future recall
Search library documentation and code examples via Nia
Async REPL Protocol
Search Tool Hierarchy
Find unused functions and dead code in the codebase
Guide to the math cognitive stack - what tools exist and when to use each
Use RepoPrompt CLI for token-efficient codebase exploration
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic
Choose the right search tool for each query type
Maps questions to the optimal tldr command. Use this to pick the right layer
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Modular Code Organization
Graceful Degradation with Helpful Messages