audit

audit is a skill for Claude Code from jamillazarev/multica-ops. It costs 23 tokens per session (133 once invoked), scanned A, original, Apache-2.0.

A health check for a team of coding agents and its work process. It looks at resource use, stalled runs, outdated information, security issues, and ways to improve the process.

In plain words
What is it for?
Use it to review token use, failed or stopped runs, plan and role mismatches, process hygiene, repeated mentions, secrets, and design-system consistency. It can start a full review that creates issues for follow-up.
Why use it?
It helps find where agent work is being wasted, stopped, misconfigured, or made less safe. It also turns findings into recommendations and tracks their effect.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the multica-ops plugin — 19 skills, 3 hooks shipped together

Install

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.

agentmods
npx agentmods add skills/jamillazarev/multica-ops/audit
Any agent
npx skills add jamillazarev/multica-ops --skill audit
Clone the repo
git clone --depth 1 https://github.com/jamillazarev/multica-ops

Made for: Claude Code.

Or install multica-ops, the plugin that ships this one along with the rest of its 19 skills, 3 hooks.

Wrote 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.

agentmods badge for audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/jamillazarev/multica-ops/audit.svg)](https://agentmods.dev/skills/jamillazarev/multica-ops/audit)
Your own site
<a href="https://agentmods.dev/skills/jamillazarev/multica-ops/audit"><img src="https://agentmods.dev/badge/skills/jamillazarev/multica-ops/audit.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 133 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00023 $0.00133
Opus 5 $0.00012 $0.00067
Sonnet 5 $0.00005 $0.00027
Haiku 4.5 $0.00002 $0.00013

Measured 6d ago against content hash e3da0dc4d5a3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

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 6d 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.

skills/audit/SKILL.md · 9 lines

What it actually says

Load and follow the multica-ops skill (../mops/SKILL.md), executing its /multica-ops:audit flow. Health AND opportunities: token burn, limit-killed runs, tier misfits, stalls, hygiene, mention cycles, secrets, design-system hygiene; plus process improvements. Finding → recommendation → impact. A full sweep is dispatched — an autopilot in create_issue mode with a member subscriber — and the console stays answerable while it runs.

Changes

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.

  1. 6d ago First seen · 9 lines · 0 tokens per session scan A e3da0dc4d5a3

Subscribe to this mod's changes

audit is a skill published in the GitHub repository jamillazarev/multica-ops (10 stars, last pushed 7d ago), licensed Apache-2.0. It adds 23 tokens to every session and 133 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 2026-08-31.

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