yanhui-debug

IntegrationDev tools

yanhui-debug gives your AI a shared knowledge base for debugging. When one person fixes a bug, that fix becomes available to everyone, so the same problem rarely has to be solved twice. Lookups that hit the knowledge base are free and take about 4 milliseconds, while a brand-new analysis costs $0.05.

Serves today. ahel can serve it to every connected agent through your gateway link.

After adding it, point your AI at a bug you are stuck on. It will check the shared knowledge base first and only run a new analysis when nothing matches.

What your AI can do with it

  • Check a shared knowledge base of known bugs before debugging from scratch
  • Reuse fixes that other users have already contributed
  • Get knowledge base answers in about 4 milliseconds at no cost
  • Run a new analysis for $0.05 when nothing matches
  • Share your own fixes so the next person benefits
Advanced
Delivery
yanhui-debug MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-sstklen-yanhui-debug
Source
github.com/sstklen/yanhui-ci
Hosted endpoint
https://api.washinmura.jp/mcp/debug/{lobster_id}