differential-review
- Use it when:
- You're checking a change for vulnerabilities, a re-introduced old bug, what else it could break, or modified code no test covers.
- It does:
- Rates each changed file's risk, git-blames removed code, counts callers to size the blast radius, checks test coverage and models attackers for high-risk changes.
- You get:
- A markdown report file with findings tied to line numbers and commits, concrete attack scenarios and stated coverage limits.
- Scales:
- Reads everything on small codebases, one hop of dependencies on medium ones and only critical paths on large ones.
TL;DR
Trail of Bits' security review for code changes. How risky a change is, not how few lines it touches, decides how closely it is examined: authentication, crypto, external calls, value transfer and removed validation count as high risk, and a refactor is treated as high until shown otherwise. Blast radius is the number of callers a changed function has, counted rather than guessed. Removed code from commits about security, CVEs or fixes, dropped access-control modifiers and validation removed without replacement trigger adversarial analysis even in a quick triage. Its detailed methods live in separate methodology, adversarial, reporting and patterns files, and its plugin's adversarial-modeler agent can build exploit scenarios for high-risk changes. On large audits it pairs with the audit-context-building skill for baseline context. It isn't meant for greenfield code with nothing to compare against, or for documentation and formatting-only changes, and it always writes the report to a file rather than only to chat.
Summarizes the skill at e4dd0bb.
npx skills add https://github.com/trailofbits/skills --skill differential-review skills.sh pageSource on GitHubAll skills from trailofbits/skills
- Total Downloads
- 10,000 on skills.sh, Nov 9, 2026
- Repo stars
- 8,081 trailofbits/skills
- First seen
- Jan 19, 2026 on skills.sh
Weekly values
| Week to | Installs |
|---|---|
| Sep 21 | 246 |
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| Category |
Compliance, guardrails, skill vetting and browser fingerprinting. Find root causes, review code and test what you built. Everything for building software: planning, coding, debugging, design, frameworks, cloud, agents and skills. |
|---|---|
| Type |
A multi-step process the agent follows: interview, debug, run a TDD loop, review. |
| Effect |
Its own steps create or change files, git state or local tools. |
| Needs |
Instructions only. Works in any agent that supports skills. |
| Publisher |
A verified publisher on skills.sh, or the company or maintainer behind the product the skill operates. |
| Topics | |
| Stack |
SKILL.md
From trailofbits/skills at e4dd0bb. Checked daily, last changed Nov 6, 2026.
Frontmatter
name: differential-review
description: "Performs security-focused differential review of code changes. Adapts analysis depth to codebase size, uses git blame for context, calculates blast radius by counting callers, checks test coverage of modified code, and generates a markdown report. Use when reviewing a PR, commit, or diff for security vulnerabilities, checking whether a change re-introduces a previously fixed bug, asking what else a change could break, or finding which modified code has no test covering it."
allowed-tools: Read Write Grep Glob BashDifferential Security Review
Security-focused code review for PRs, commits, and diffs.
Core Principles
- Risk-First: Focus on auth, crypto, value transfer, external calls
- Evidence-Based: Every finding backed by git history, line numbers, attack scenarios
- Adaptive: Scale to codebase size (SMALL/MEDIUM/LARGE)
- Honest: Explicitly state coverage limits and confidence level
- Output-Driven: Always generate comprehensive markdown report file
Rationalizations (Do Not Skip)
| Rationalization | Why It's Wrong | Required Action |
|---|---|---|
| "Small PR, quick review" | Heartbleed was 2 lines | Classify by RISK, not size |
| "I know this codebase" | Familiarity breeds blind spots | Build explicit baseline context |
| "Git history takes too long" | History reveals regressions | Never skip Phase 1 |
| "Blast radius is obvious" | You'll miss transitive callers | Calculate quantitatively |
| "No tests = not my problem" | Missing tests = elevated risk rating | Flag in report, elevate severity |
| "Just a refactor, no security impact" | Refactors break invariants | Analyze as HIGH until proven LOW |
| "I'll explain verbally" | No artifact = findings lost | Always write report |
Quick Reference
Codebase Size Strategy
| Codebase Size | Strategy | Approach |
|---|---|---|
| SMALL (<20 files) | DEEP | Read all deps, full git blame |
| MEDIUM (20-200) | FOCUSED | 1-hop deps, priority files |
| LARGE (200+) | SURGICAL | Critical paths only |
Risk Level Triggers
| Risk Level | Triggers |
|---|---|
| HIGH | Auth, crypto, external calls, value transfer, validation removal |
| MEDIUM | Business logic, state changes, new public APIs |
| LOW | Comments, tests, UI, logging |
Workflow Overview
Pre-Analysis → Phase 0: Triage → Phase 1: Code Analysis → Phase 2: Test Coverage
↓ ↓ ↓ ↓
Phase 3: Blast Radius → Phase 4: Deep Context → Phase 5: Adversarial → Phase 6: Report
Decision Tree
Starting a review?
├─ Need detailed phase-by-phase methodology?
│ └─ Read: methodology.md
│ (Pre-Analysis + Phases 0-4: triage, code analysis, test coverage, blast radius)
│
├─ Analyzing HIGH RISK change?
│ ├─ Read: adversarial.md
│ │ (Phase 5: Attacker modeling, exploit scenarios, exploitability rating)
│ └─ Or delegate to: differential-review:adversarial-modeler agent
│ (Autonomous attacker modeling with concrete exploit scenarios)
│
├─ Writing the final report?
│ └─ Read: reporting.md
│ (Phase 6: Report structure, templates, formatting guidelines)
│
├─ Looking for specific vulnerability patterns?
│ └─ Read: patterns.md
│ (Regressions, reentrancy, access control, overflow, etc.)
│
└─ Quick triage only?
└─ Use Quick Reference above, skip detailed docs
Agents
differential-review:adversarial-modeler — Models attacker perspectives and
builds exploit scenarios for HIGH RISK code changes. Follows the 5-step
adversarial methodology (attacker model, attack vectors, exploitability rating,
exploit scenario, baseline cross-reference) and produces structured vulnerability
reports. Delegate to this agent when Phase 5 analysis is needed on high-risk
changes, passing that full namespaced name as subagent_type — a bare
adversarial-modeler is unregistered and the dispatch fails at runtime.
Quality Checklist
Before delivering:
- [ ] All changed files analyzed
- [ ] Git blame on removed security code
- [ ] Blast radius calculated for HIGH risk
- [ ] Attack scenarios are concrete (not generic)
- [ ] Findings reference specific line numbers + commits
- [ ] Report file generated
- [ ] User notified with summary
Integration
audit-context-building skill:
- Pre-Analysis: Build baseline context
- Phase 4: Deep context on HIGH RISK changes
issue-writer skill:
- Transform findings into formal audit reports
- Command:
issue-writer --input DIFFERENTIAL_REVIEW_REPORT.md --format audit-report
Example Usage
Quick Triage (Small PR)
Input: 5 file PR, 2 HIGH RISK files
Strategy: Use Quick Reference
1. Classify risk level per file (2 HIGH, 3 LOW)
2. Focus on 2 HIGH files only
3. Git blame removed code
4. Generate minimal report
Time: ~30 minutes
Standard Review (Medium Codebase)
Input: 80 files, 12 HIGH RISK changes
Strategy: FOCUSED (see methodology.md)
1. Full workflow on HIGH RISK files
2. Surface scan on MEDIUM
3. Skip LOW risk files
4. Complete report with all sections
Time: ~3-4 hours
Deep Audit (Large, Critical Change)
Input: 450 files, auth system rewrite
Strategy: SURGICAL + audit-context-building
1. Baseline context with audit-context-building
2. Deep analysis on auth changes only
3. Blast radius analysis
4. Adversarial modeling
5. Comprehensive report
Time: ~6-8 hours
When NOT to Use This Skill
- Greenfield code (no baseline to compare)
- Documentation-only changes (no security impact)
- Formatting/linting (cosmetic changes)
- User explicitly requests quick summary only (they accept risk)
For these cases, use standard code review instead.
Red Flags (Stop and Investigate)
Immediate escalation triggers:
- Removed code from "security", "CVE", or "fix" commits
- Access control modifiers removed (onlyOwner, internal → external)
- Validation removed without replacement
- External calls added without checks
- High blast radius (50+ callers) + HIGH risk change
These patterns require adversarial analysis even in quick triage.
Tips for Best Results
Do:
- Start with git blame for removed code
- Calculate blast radius early to prioritize
- Generate concrete attack scenarios
- Reference specific line numbers and commits
- Be honest about coverage limitations
- Always generate the output file
Don't:
- Skip git history analysis
- Make generic findings without evidence
- Claim full analysis when time-limited
- Forget to check test coverage
- Miss high blast radius changes
- Output report only to chat (file required)
Supporting Documentation
- methodology.md - Detailed phase-by-phase workflow (Phases 0-4)
- adversarial.md - Attacker modeling and exploit scenarios (Phase 5)
- reporting.md - Report structure and formatting (Phase 6)
- patterns.md - Common vulnerability patterns reference
For first-time users: Start with methodology.md to understand the complete workflow.
For experienced users: Use this page's Quick Reference and Decision Tree to navigate directly to needed content.