Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add modu-ai/moai-cowork --skill finance-auditgit clone --depth 1 https://github.com/modu-ai/moai-coworkWrote 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/modu-ai/moai-cowork/finance-audit)<a href="https://agentmods.dev/skills/modu-ai/moai-cowork/finance-audit"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/finance-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/modu-ai/moai-cowork/finance-audit"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/finance-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00064 | $0.00463 |
| Opus 5.5 | $0.00026 | $0.00185 |
| Sonnet 5.5 | $0.00013 | $0.00093 |
| Haiku 4.5 | $0.00006 | $0.00046 |
Grade A, and why
finance-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 17d 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.
What it actually says
재무 산출물 검수
원본 파일이나 외부 회계 시스템을 수정하지 않고 근거 자료와 산출물을 대조한다.
- 합계, 대차 평형, 세액, 마진, 성장률, 밸류에이션 배수를 입력값에서 다시 계산한다. 재계산에 사용한 식과 값을 기록한다.
- 재무상태표의 자산 = 부채 + 자본을 확인하고, 손익·자본변동·현금흐름 및 주석의 연결 숫자를 대조한다. 자료가 없으면 그 부분은 미검증이다.
- 외부 숫자는 공시 번호·원장 항목·법령·해당 연도 요율표까지 추적한다. 과세 연도가 다른 자료를 현재 기준으로 쓰지 않는다.
- 전망과 실적이 구분됐는지 확인한다. 세무·회계 산출물에 "세무사·회계사 자문을 대체하지 않는 참고 자료입니다."라는 고지가 있는지 확인하고, 빠졌으면 중대 발견으로 기록한다. 전문가 자문을 대체한다고 표현하지 않는다.
보고서는 판정(PASS/FAIL/미확인), 자료와 기준 연도, 위치·근거가 있는 발견, 재계산 표, 미검증 항목으로 작성한다. 계산 오류나 근거 없는 핵심 수치는 FAIL로 기록하고, 자료가 없다는 이유로 PASS를 내리지 않는다. 독립된 검수자를 실행하지 않았다면 독립 감사라고 부르지 않는다.
Claude의 close-auditor 에이전트와 목적이 겹친다. ChatGPT 플러그인에서는 이 스킬이 발견 가능한 진입점이다.
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.
- 17d ago Changed · +1 lines c2ec1b0068e7
- 28d ago First seen · 20 lines · 64 tokens per session scan A 250bcf35580e
finance-audit is a skill published in the GitHub repository modu-ai/moai-cowork (311 stars, last pushed 15d ago), licensed Apache-2.0. It adds 64 tokens to every session and 463 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-26.
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