Star for star, but I actually read your code first

Most star-for-star threads are hollow — people star without ever opening the repo. I'd rather do the honest version.

The deal: drop your repo in the comments with one line about what it does. I'll read the code (not just the README), star it if it's real, and tell you what I actually think. Star back whichever of mine you find interesting — no obligation if nothing clicks.

What I maintain, all open source, AI coding agent tooling:

• poordjaevin — an MCP server that answers "should I trust this agent's output?" with calibrated probabilities (temperature-scaled NLI + conformal abstention, fully local, no API key)
• devin-doctor — brew doctor for a Devin install; detects stale tools across uv/pipx/npm/PATH wrappers
• devin-qa-pack — audits whether an agent's claims are backed by its real tool calls
• devin-devkit — one installer for all 19 tools, with outdated/update against a live registry

Everything else: github.com/Icaro0310

What do you build?