Borrowing it
Nothing to install: this file belongs to jdpolasky/ai-chief-of-staff. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jdpolasky/ai-chief-of-staff/main/.claude/skills/audit/SKILL.mdgit clone --depth 1 https://github.com/jdpolasky/ai-chief-of-staffWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jdpolasky/ai-chief-of-staff/audit)<a href="https://agentmods.dev/skills/jdpolasky/ai-chief-of-staff/audit"><img src="https://agentmods.dev/badge/skills/jdpolasky/ai-chief-of-staff/audit/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jdpolasky/ai-chief-of-staff/audit"><img src="https://agentmods.dev/badge/skills/jdpolasky/ai-chief-of-staff/audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00028 | $0.00586 |
| Opus 5 | $0.00014 | $0.00293 |
| Sonnet 5 | $0.00006 | $0.00117 |
| Haiku 4.5 | $0.00003 | $0.00059 |
Grade A, and why
audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Periodic integrity check. Run roughly every 7 sessions, or whenever the briefing surfaces an audit-due flag.
This is a read-mostly skill. Its job is to surface findings as a report. The user picks which fixes to make.
Read
In parallel:
.claude/memory/MEMORY.mdand every file it points at.- Every
SKILL.mdunder.claude/skills/. Command Center.mdandTo-Do.mdfrom the vault._system/memory_firings.log.
Checklist
Walk through these in order. For each, return findings with concrete file paths and line references where applicable.
1. Redundant or contradictory memory
Are any two memory files saying the same thing? Are any two saying contradictory things? List candidates for merging or reconciliation.
2. Stale memory
Read each memory file's description frontmatter against the actual contents. Does the description still describe what's in the file? Flag mismatches.
For project-type memories: do the projects still exist and look active? Closed-project memories should be moved or marked.
3. Index drift
Does MEMORY.md list every file in .claude/memory/? Is every file in the index actually present? Flag both directions of drift.
4. Broken links
Scan memory files and skills for wikilinks ([[...]]) and markdown links ([...](...)) pointing at vault files. Flag any whose target doesn't exist.
5. Skill drift
For each SKILL.md, does the skill's described behavior match what CLAUDE.md, the docs, and the vault templates actually support? A common drift: a skill references a file or pattern that has since been renamed or removed.
6. Decay analysis (gated)
Read _system/memory_firings.log. Count distinct session numbers. If under 10, skip this section with a short note: "Decay analysis is gated until the firings log holds 10 distinct sessions. Currently at N. Skipping."
If 10 or more, surface memory files that have not fired in the most recent 5 sessions. Don't recommend deletion. Surface for the user to review.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 57 lines · 28 tokens per session scan A c8b05783b190
audit is a skill published in the GitHub repository jdpolasky/ai-chief-of-staff (100 stars, last pushed 7d ago), licensed MIT. It adds 28 tokens to every session and 586 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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