Summary
Hi Conrad! I built a standalone community tool that connects read-only (readonly: true, fileMustExist: true) to OpenFox's sessions.db to analyze the <think> chain-of-thought: deliberation ratios (thinking vs response tokens), automatic detection of self-corrections, loops, overthinking and hypothesis-validation cycles, plus a web dashboard with a decision-flow graph per session.
Repo: https://github.com/TheCause/openfox-reflection-analyzer (MIT)
It runs from its own repo (npm install && npm run analyze / npm run serve) and never writes to the database, so OpenFox keeps running alongside it.
Question
It is not a provider plugin, so plugins-registry.json doesn't seem to be the right place. Would you be open to a short Ecosystem / Community tools mention in the README (happy to send a 3-line PR against develop), or is there another place you'd prefer for community tools?
Thanks for OpenFox — I use it daily with local models.
AI-Enhanced Development
- AI Models: Antigravity/Gemini 3.7 Flash (initial tool code), Claude Fable 5 (packaging review, verification)
Summary
Hi Conrad! I built a standalone community tool that connects read-only (
readonly: true, fileMustExist: true) to OpenFox'ssessions.dbto analyze the<think>chain-of-thought: deliberation ratios (thinking vs response tokens), automatic detection of self-corrections, loops, overthinking and hypothesis-validation cycles, plus a web dashboard with a decision-flow graph per session.Repo: https://github.com/TheCause/openfox-reflection-analyzer (MIT)
It runs from its own repo (
npm install && npm run analyze/npm run serve) and never writes to the database, so OpenFox keeps running alongside it.Question
It is not a provider plugin, so
plugins-registry.jsondoesn't seem to be the right place. Would you be open to a short Ecosystem / Community tools mention in the README (happy to send a 3-line PR againstdevelop), or is there another place you'd prefer for community tools?Thanks for OpenFox — I use it daily with local models.
AI-Enhanced Development