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Fact-check an agent's persistent memory against the repo it describes.
Passed 16 of 21 test cases with the skill, and 11 of 21 without it.
and 7 more in the full report
7 fixed9 passed either way3 still failing2 broke4 errored
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
In AGENTS.md line 30, it states 'use the sanitize_user_input function before saving database records'. What method should be used to verify if this function still exists in the codebase?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies using grep or code search to verify function existence. | Passed | Passed |
| The response requires citing the file line number receipt when the function is found. | Missed | Passed |
The instructions your model reads when the skill loads.
Agents now remember. Nothing checks what they remember. A memory line written on day one is still steering the agent on day 365, and a note that was true in March makes the agent confidently wrong in July. Every entry in a memory file is a claim about the repo. Claims age. This skill fact-checks them, line by line, with receipts.
Audit every file the agent loads without being asked:
CLAUDE.md at repo root and parents, plus anything it importsAGENTS.md, GEMINI.md, .github/copilot-instructions.md.cursor/rules/, .cursorrules, .windsurfrulesmemory/ folder under the project's config dir, MEMORY.md first)Inventory them with line counts before judging anything. Memory nobody can list is memory nobody is auditing.
test cases passed, vs 11 / 21 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.