A review workflow that compares implemented code with the acceptance criteria in a PRD, a product requirements document. It also checks non-functional requirements, such as quality or performance constraints, and assesses the tests.

Use it to audit a feature by PRD identifier, verify acceptance criteria, run the required non-functional checklist, and review test quality.

It gives an independent check on whether the implementation meets the agreed requirements and whether its tests are adequate.

trw-audit — Skill for Claude Code by wallter/trw-mcp

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.

Any agent

npx skills add wallter/trw-mcp --skill trw-audit

Clone the repo

git clone --depth 1 https://github.com/wallter/trw-mcp

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-audit/github.svg)](https://agentmods.dev/skills/wallter/trw-mcp/trw-audit)

Your own site

<a href="https://agentmods.dev/skills/wallter/trw-mcp/trw-audit"><img src="https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/wallter/trw-mcp/trw-audit"><img src="https://agentmods.dev/badge/skills/wallter/trw-mcp/trw-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,035 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00069	$0.02035
Opus 5.5	$0.00028	$0.00814
Sonnet 5.5	$0.00014	$0.00407
Haiku 4.5	$0.00007	$0.00203

Measured 1mo ago against content hash fb15c9d55a6a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

trw-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 1mo 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.

src/trw_mcp/data/skills/trw-audit/SKILL.md · 183 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

audit-framework.md 16 KB

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.

1mo ago Changed · -4 lines · +12 tokens per session fb15c9d55a6a
2mo ago First seen · 187 lines · 57 tokens per session scan A 75b1284e9166

Subscribe to this mod's changes

trw-audit is a skill published in the GitHub repository wallter/trw-mcp (0 stars, last pushed 4d ago), with no licence file. It adds 69 tokens to every session and 2,035 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 2026-08-31.

Claude Code Code review TDD Testing ai-agents ai-coding-assistant engineering-memory knowledge-management mcp

trw-audit next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
trw-auditwallter/trw-mcp	Skill	0	4d ago	none	A	69	Claude Code
test-auditQBall-Inc/the-bulwark	Skill	8	yesterday	MIT	A	0	Claude Code
x-qdevKtKID/x-dev-pipeline	Skill	12	25d ago	MIT	A	116	Claude Code
dev-rulesBizuayeu/Plugins-Weave	Skill	11	1mo ago	none	A	46	Claude Code
Pair Programmingairmcp-com/mcp-standards	Skill	3	11mo ago	MIT	A	61	Claude Code
adk-go-self-reviewgoogle/adk-go	Skill	8.9k	yesterday	Apache-2.0	A	87	Claude Code, Codex
software-code-refactoringstencila/stencila	Skill	914	4d ago	Apache-2.0	A	102	Claude Code