sara-star-quant/presence

confidence-gate

When you're about to claim success ("fixed", "done", "works", "passing tests") at the end of a turn, verify the claim is backed by actual evidence in this session. presence's Stop hook will flag a success claim that has no recent test/build pass behind it. Be…

原文语言：英语

outcome-check

When you're about to claim a previous fix worked, or are tempted to repeat an approach Claude Code has tried in this repo before, consult the outcome telemetry. presence tracks every commit Claude made and watches for reverts. Look up "did my last attempt at…

原文语言：英语

project-model

When working in a codebase you've touched before, consult and update the persistent project model maintained by presence. The model lives at ~/.claude/presence/projects/<repo-id>/model.md and contains terse notes about architecture, conventions, and verified…

原文语言：英语