{"repo":"stevesolun/ctx","free":true,"listed":false,"github":"https://github.com/stevesolun/ctx","clone":"git clone https://github.com/stevesolun/ctx.git","description":"Repo-aware recommendations for skills, agents, MCP servers, and model harnesses. Use your own inventory or the shipped 79,958-node graph with 68,494 skills, 467 agents, 10,790 MCPs, and 207 harnesses.","language":"Python","stars":574,"topics":["agents","ai-agents","anthropic","automation","claude","claude-code","context-management","developer-tools","knowledge-graph","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"ctx Find the cheapest AI coding setup that actually works on your repo. CTX Fit analyzes your repository, tests promising AI coding configurations against real tasks in it, and produces the winning configuration as a reviewable change — in your working tree with --apply , or as a pull request with --pr . It picks the cheapest setup that reliably works — reliability is a requirement, not a tie-break — and if nothing beats what you already have, it says so. The winner is chosen by a fixed rule, not a score: discard every candidate below the reliability floor, then minimize attributable cost, then break ties toward the simpler configuration. An LLM may explain a result; it never decides one. Release scope (1.0.21). CTX Fit compares capability configurations within one coding-agent harness; it does not compare Codex, Claude Code, or other harnesses against one another. It recognizes and can run repository-native verification commands for Python, JavaScript/TypeScript, Go, Rust, and Make, and treats the selected test command as the verification authority. For an installable Python project, CTX Fit builds a campaign environment and installs it without network access; its build backend and dependencies must already be available without downloading them. In the other ecosystems, verification is supported only when the runtime is usable from the host PATH under an isolated home and the verification dependencies are already available in the repository. Final verification uses that isol","default_branch":null,"files":null,"tree":[],"storefront":"/r/stevesolun","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/stevesolun/ctx/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}