docs: record cv review loop audit in AGENT_INSTRUCTIONS.md - #54
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Verified end to end on a real offer: a deliberately weak draft scored 56/100 (NEEDS MAJOR REVISION), applying the fixes the review named and re-running the command scored 84/100 (READY TO SEND), agreeing with ats-check/keywords run independently. Documents the one real failure mode: applyr cv review only generates the prompt, it never edits the file, so the loop silently doesn't close if the agent reads the verdict without acting on it.
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Summary
cv review→ apply fixes → re-review loop actually works: a deliberately weak draft scored 56/100 (NEEDS MAJOR REVISION), applying the fixes the review named and re-running the command scored 84/100 (READY TO SEND), agreeing independently withats-check/keywordsapplyr cv reviewonly generates the prompt, it never edits the file — the loop silently doesn't close if the agent reads the verdict without acting on itChanges
applyr/templates/AGENT_INSTRUCTIONS.mdTest Plan
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