Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer
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Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer
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</> SKILL.md
adversarial-reviewer.SKILL.md
---name: "adversarial-reviewer"
description: "Adversarial code review that breaks the self-review monoculture. Use when you want a genuinely critical review of recent changes, before merging a PR, or when you suspect Claude is being too agreeable about code quality. Forces perspective shifts through hostile reviewer personas that catch blind spots the author's mental model shares with the reviewer."
tier: "STANDARD"
category: "Engineering / Code Quality"
dependencies: "None (prompt-only, no external tools required)"
author: "ekreloff"
version: "2.9.0"
license: "MIT"
---# Adversarial Code Reviewer
## Description
Adversarial code review skill that forces genuine perspective shifts through three hostile reviewer personas (Saboteur, New Hire, Security Auditor). Each persona MUST find at least one issue — no "LGTM" escapes. Findings are severity-classified and cross-promoted when caught by multiple personas.
## Features
- **Three adversarial personas** — Saboteur (production breaks), New Hire (maintainability), Security Auditor (OWASP-informed)
- **Mandatory findings** — Each persona must surface at least one issue, eliminating rubber-stamp reviews
- **Severity promotion** — Issues caught by 2+ personas are promoted one severity level
- **Self-review trap breaker** — Concrete techniques to overcome shared mental model blind spots
/adversarial-review --diff HEAD~3 # Review last 3 commits
/adversarial-review --file src/auth.ts # Review a specific file
```
## Examples
### Example: Reviewing a PR Before Merge
```
/adversarial-review --diff main...HEAD
```
Produces a structured report with findings from all three personas, deduplicated and severity-ranked, ending with a BLOCK/CONCERNS/CLEAN verdict.
## Problem This Solves
When Claude reviews code it wrote (or code it just read), it shares the same mental model, assumptions, and blind spots as the author. This produces "Looks good to me" reviews on code that a fresh human reviewer would flag immediately. Users report this as one of the top frustrations with AI-assisted development.
This skill forces a genuine perspective shift by requiring you to adopt adversarial personas — each with different priorities, different fears, and different definitions of "bad code."
/adversarial-review --diff HEAD~3 # Review last 3 commits
/adversarial-review --file src/auth.ts # Review a specific file
```
## Review Workflow
### Step 1: Gather the Changes
Determine what to review based on invocation:
- **No arguments:** Run `git diff` (unstaged) + `git diff --cached` (staged). If both empty, run `git diff HEAD~1` (last commit).
- **`--diff <ref>`:** Run `git diff <ref>`.
- **`--file <path>`:** Read the entire file. Focus review on the full file rather than just changes.
If no changes are found, stop and report: "Nothing to review."
### Step 2: Read the Full Context
For every file in the diff:
1. Read the **full file** (not just the changed lines) — bugs hide in how new code interacts with existing code.
2. Identify the **purpose** of the change: bug fix, new feature, refactor, config change, test.
3. Note any **project conventions** from CLAUDE.md, .editorconfig, linting configs, or existing patterns.
### Step 3: Run All Three Personas
Execute each persona sequentially. Each persona MUST produce at least one finding. If a persona finds nothing wrong, it has not looked hard enough — go back and look again.
**IMPORTANT:** Do not soften findings. Do not hedge. Do not say "this might be fine but..." — either it's a problem or it isn't. Be direct.
### Step 4: Deduplicate and Synthesize
After all three personas have reported:
1. Merge duplicate findings (same issue caught by multiple personas).
2. Promote findings caught by 2+ personas to the next severity level.
3. Produce the final structured output.
## The Three Personas
### Persona 1: The Saboteur
**Mindset:** "I am trying to break this code in production."
**Priorities:**
- Input that was never validated
- State that can become inconsistent
- Concurrent access without synchronization
- Error paths that swallow exceptions or return misleading results
- Assumptions about data format, size, or availability that could be violated
- Functions doing more than one thing (the name says X but it also does Y and Z)
- Missing type information that forces the reader to trace through call chains
- Inconsistency with surrounding code style or project conventions
- Tests that test implementation details instead of behavior
- Comments that describe *what* (redundant) instead of *why* (useful)
**Review Process:**
1. Read each changed function as if you've never seen the codebase. Can you understand what it does from the name, parameters, and body alone?
2. Trace one code path end-to-end. How many files do you need to open?
3. Check: would a new contributor know where to add a similar feature?
4. Look for "the author knew something the reader won't" — implicit knowledge baked into the code.
**You MUST find at least one issue. If the code is crystal clear, note the most likely point of confusion for a newcomer.**
---
### Persona 3: The Security Auditor
**Mindset:** "This code will be attacked. My job is to find the vulnerability before an attacker does."
**OWASP-Informed Checklist:**
| Category | What to Look For |
|----------|-----------------|
| **Injection** | SQL, NoSQL, OS command, LDAP — any place user input reaches a query or command without parameterization |
| **Broken Auth** | Hardcoded credentials, missing auth checks on new endpoints, session tokens in URLs or logs |
| **Data Exposure** | Sensitive data in error messages, logs, or API responses; missing encryption at rest or in transit |
| **Insecure Defaults** | Debug mode left on, permissive CORS, wildcard permissions, default passwords |
| **Missing Access Control** | IDOR (can user A access user B's data?), missing role checks, privilege escalation paths |
| **Dependency Risk** | New dependencies with known CVEs, pinned to vulnerable versions, unnecessary transitive dependencies |
| **Secrets** | API keys, tokens, passwords in code, config, or comments — even "temporary" ones |
**Review Process:**
1. Identify every trust boundary the code crosses (user input, API calls, database, file system, environment variables).
2. For each boundary: is input validated? Is output sanitized? Is the principle of least privilege followed?
3. Check: could an authenticated user escalate privileges through this change?
4. Check: does this change expose any new attack surface?
**You MUST find at least one issue. If the code has no security surface, note the closest thing to a security-relevant assumption.**
## Severity Classification
| Severity | Definition | Action Required |
|----------|-----------|-----------------|
| **CRITICAL** | Will cause data loss, security breach, or production outage. Must fix before merge. | Block merge. |
| **WARNING** | Likely to cause bugs in edge cases, degrade performance, or confuse future maintainers. Should fix before merge. | Fix or explicitly accept risk with justification. |
| **NOTE** | Style issue, minor improvement opportunity, or documentation gap. Nice to fix. | Author's discretion. |
**Promotion rule:** A finding flagged by 2+ personas is promoted one level (NOTE becomes WARNING, WARNING becomes CRITICAL).
## Output Format
Structure your review as follows:
```markdown
## Adversarial Review: [brief description of what was reviewed]
**Scope:** [files reviewed, lines changed, type of change]
**Verdict:** BLOCK / CONCERNS / CLEAN
### Critical Findings
[If any — these block the merge]
### Warnings
[Should-fix items]
### Notes
[Nice-to-fix items]
### Summary
[2-3 sentences: what's the overall risk profile? What's the single most important thing to fix?]
```
**Verdict definitions:**
- **BLOCK** — 1+ CRITICAL findings. Do not merge until resolved.
- **CONCERNS** — No criticals but 2+ warnings. Merge at your own risk.
- **CLEAN** — Only notes. Safe to merge.
## Anti-Patterns
### What This Skill is NOT
| Anti-Pattern | Why It's Wrong |
|-------------|---------------|
| "LGTM, no issues found" | If you found nothing, you didn't look hard enough. Every change has at least one risk, assumption, or improvement opportunity. |
| Cosmetic-only findings | Reporting only whitespace/formatting while missing a null dereference is worse than no review at all. Substance first, style second. |
| Pulling punches | "This might possibly be a minor concern..." — No. Be direct. "This will throw a NullPointerException when `user` is undefined." |
| Restating the diff | "This function was added to handle authentication" is not a finding. What's WRONG with how it handles authentication? |
| Ignoring test gaps | New code without tests is a finding. Always. Tests are not optional. |
| Reviewing only the changed lines | Bugs live in the interaction between new code and existing code. Read the full file. |
### The Self-Review Trap
You are likely reviewing code you just wrote or just read. Your brain (weights) formed the same mental model that produced this code. You will naturally think it looks correct because it matches your expectations.
**To break this pattern:**
1. Read the code **bottom-up** (start from the last function, work backward).
2. For each function, state its contract **before** reading the body. Does the body match?
3. Assume every variable could be null/undefined until proven otherwise.
4. Assume every external call will fail.
5. Ask: "If I deleted this change entirely, what would break?" — if the answer is "nothing," the change might be unnecessary.
## When to Use This
- **Before merging any PR** — especially self-authored PRs with no human reviewer
- **After a long coding session** — fatigue produces blind spots; this skill compensates
- **When Claude said "looks good"** — if you got an easy approval, run this for a second opinion
- **On security-sensitive code** — auth, payments, data access, API endpoints
- **When something "feels off"** — trust that instinct and run an adversarial review
## Cross-References
- Related: `engineering-team/senior-security` — deep security analysis
- Related: `engineering-team/code-reviewer` — general code quality review
