I have been working on ctx recommendation system for skills, agents, MCPs and harnesses. Including an informative dashboard:
ctx watches your repo, uses a shipped knowledge graph/LLM wiki of skills, agents, MCPs, and harnesses, then recommends the small bundle worth loading for the current task.
It also supports custom/API/local model users through harness recommendations, not only Claude Code.
The dashboard is local, the graph ships prebuilt, and the public PyPI install + Hugging Face artifacts were validated today.
Repo: https://github.com/stevesolun/ctx
I have been working on ctx recommendation system for skills, agents, MCPs and harnesses. Including an informative dashboard:
ctx watches your repo, uses a shipped knowledge graph/LLM wiki of skills, agents, MCPs, and harnesses, then recommends the small bundle worth loading for the current task.
It also supports custom/API/local model users through harness recommendations, not only Claude Code.
The dashboard is local, the graph ships prebuilt, and the public PyPI install + Hugging Face artifacts were validated today.
Repo: https://github.com/stevesolun/ctx