adversarial-reviewer

adversarial-reviewer is a skill for Claude Code, Codex from tmj-90/gaffer. It costs 115 tokens per session (1,235 once invoked), scanned A, original, Apache-2.0.

A deliberately critical code review using three viewpoints: someone trying to break the system, a new developer checking clarity, and a security reviewer checking common risks.

In plain words
What is it for?
Use it before merging a pull request, after a sprint, or when checking for production failures, confusing code, input-validation issues, injection risks, leaked secrets, and dependency problems.
Why use it?
It exposes assumptions and blind spots that can make a self-review too agreeable.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it before merging a pull request, after a sprint, or when checking for production failures, confusing code, input-validation issues, injection risks, leaked secrets, and dependency problems.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tmj-90/gaffer/adversarial-reviewer
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 tmj-90/gaffer --skill adversarial-reviewer
Clone the repo
git clone --depth 1 https://github.com/tmj-90/gaffer

Made for: Claude Code, Codex.

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 adversarial-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/skills/tmj-90/gaffer/adversarial-reviewer/github.svg)](https://agentmods.dev/skills/tmj-90/gaffer/adversarial-reviewer)
Your own site
<a href="https://agentmods.dev/skills/tmj-90/gaffer/adversarial-reviewer"><img src="https://agentmods.dev/badge/skills/tmj-90/gaffer/adversarial-reviewer/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.

agentmods 80×15 button for adversarial-reviewer

Your own site · 80×15
<a href="https://agentmods.dev/skills/tmj-90/gaffer/adversarial-reviewer"><img src="https://agentmods.dev/badge/skills/tmj-90/gaffer/adversarial-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,235 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 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 $0.00115 $0.01235
Opus 5.5 $0.00046 $0.00494
Sonnet 5.5 $0.00023 $0.00247
Haiku 4.5 $0.00012 $0.00123

Measured 28d ago against content hash 46681c48da4d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

adversarial-reviewer 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 28d 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.

runner/skills/adversarial-reviewer/SKILL.md · 92 lines

How it starts

The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Break the review monoculture

A reviewer reading a diff tends to adopt the author's story of how it works and approve it. Live runs showed the cost: reviewers twice gave correctness 4/5 to code that lost updates under two concurrent writers and lost an acknowledged write when a lock holder was paused. The cure is to stop reading the story and attack the code from three hostile positions. Each persona must make real attempts — and must report only what actually breaks. An attack that fails is written down as "tried X — holds because "; it is not dressed up as a finding.

The three personas

Saboteur — wants to break this in production. Plays schedules, not vibes:

  • two callers at once on every write (lost update, temp-file collision, double insert);
  • the process paused past any timeout or lock lease, then resuming;
  • a crash between two writes, or after the write but before the acknowledgement;
  • the request retried after a timeout, a message delivered twice;
  • a dependency slow, down or returning garbage; a disk full; a clock jump;
  • inputs at the edges: empty, huge, negative, unicode, duplicate keys, wrong type;
  • old code running against the new schema mid-deploy.

New Hire — joined last week and must change this code at 2 AM. Asks: what does this name actually mean, where is this called from, why this over the obvious alternative, which test tells me I broke it? Their findings are usually notes; they become defects only when the confusion hides a real bug (a misleading name that led to a wrong call, a test named for an AC it does not exercise).

Security Auditor — OWASP ASVS 5.0 plus supply chain. Traces each new input to its sinks: injection, missing object-level authorization, SSRF, path traversal, mass assignment, secrets in code or logs, unsafe deserialisation; checks any new or bumped dependency is pinned and comes from the expected registry.

Severity

Level Meaning Effect on a Gaffer review
BLOCK A reproducible schedule or input that loses or corrupts data, breaks an AC, crashes, or bypasses a security control Grounds for RECOMMEND CHANGES
CONCERN A real defect needing an unusual but possible condition Grounds for RECOMMEND CHANGES only when it is a correctness or security bug
NOTE Maintainability, naming, style, hardening with no exploit Listed "(optional)"; never grounds for CHANGES

Read the full file on GitHub · 92 lines

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. 28d ago Changed · +22 lines · +22 tokens per session 46681c48da4d
  2. 1mo ago First seen · 70 lines · 93 tokens per session scan A b40ca88ad667

Subscribe to this mod's changes

adversarial-reviewer is a skill published in the GitHub repository tmj-90/gaffer (2 stars, last pushed 28d ago), licensed Apache-2.0. It adds 115 tokens to every session and 1,235 once invoked, about $0.0005 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.

Related

Other skills, from other repositories

code-review

Comprehensive code review with distinct aspect based sections. Use when reviewing code, checking for security issues, finding type safety problems, auditing code quality, or when user asks to review code, PRs or changes. Three-phase workflow runs static tools, LLM judgment, and writes diagnostic log.

QBall-Inc/the-bulwark · 61 tokens

test-audit

Audit test suites for T1-T4 violations using AST analysis, mock detection, and multi-stage synthesis. Invoke when user asks to audit tests, check test quality, find mock violations, review test effectiveness, or inspect test suites for over-mocking. Triggers automatic rewrites when quality gates fail.

QBall-Inc/the-bulwark · 0 tokens

spec-drift-check

Audits a WP brief for drift against current code — extracts claims, verifies each, emits PROCEED/STOP verdict. Use when starting a new WP, before consuming a spec as binding, or when a doc references paths/lines/functions.

QBall-Inc/the-bulwark · 54 tokens

besimple-broccoli-blind

Non-interactive wrapper: plan-sketch -> auto-pick recommended options -> plan-write -> plan-critique-loop -> implement-from-plan -> claude-simplify-wrapper -> dedup -> code-review-loop. No PR creation and no Linear comments.

besimple-oss/broccoli · 58 tokens

code-review-loop

Iterative review+fix loop for BASESHA..HEAD: generate findings, apply accepted fixes, run checks, commit, and re-review up to 3 iterations or until clean.

besimple-oss/broccoli · 40 tokens

dedup

Dedupe-only pass for BASESHA..HEAD: remove duplicate code introduced by the diff or reuse existing shared utils; applies changes + commits.

besimple-oss/broccoli · 32 tokens