
Differential Security Review
FreeEnhance code security with focused differential reviews.
Free · Opens the source repo
What Differential Security Review does
The Differential Security Review skill provides a structured and security-centric approach to reviewing code changes, including pull requests, commits, and diffs. By employing a risk-first methodology, it prioritizes security aspects such as authentication, cryptography, and value transfer, ensuring that critical vulnerabilities are identified early in the development process. The skill adapts its analysis depth based on the size of the codebase, allowing for efficient reviews whether the project is small, medium, or large.
This skill utilizes git history to provide context for changes, enabling it to calculate the blast radius of modifications and assess test coverage. It generates comprehensive markdown reports that detail findings, including specific line numbers and attack scenarios, which are essential for understanding the potential impact of code changes. The reporting feature ensures that all findings are documented, preventing loss of information and facilitating better communication among team members.
Designed for developers and security professionals, this skill is particularly useful when dealing with high-risk changes that could introduce security regressions. It guides users through a multi-phase workflow, from initial triage to detailed analysis and reporting, ensuring that no critical aspect is overlooked. The skill also includes integration points with other tools, such as the audit-context-building skill and the issue-writer skill, enhancing its utility in a broader security review process.
Overall, the Differential Security Review skill is an essential tool for teams looking to maintain high security standards in their codebases, helping to prevent vulnerabilities before they can be exploited.
When to use it
Use this skill when performing security-focused reviews of code changes, especially for high-risk modifications.
When not to use it
Avoid this skill for greenfield projects or documentation-only changes where security impact is minimal.
What you can build with it
Quick Triage for Small PRs
Use the skill to quickly assess small pull requests, classifying risk levels and generating minimal reports in under 30 minutes.
Standard Review of Medium Codebases
For medium-sized codebases, utilize the focused strategy to conduct thorough reviews on high-risk files, completing reports in 3-4 hours.
Deep Audit for Large Changes
Conduct a comprehensive audit of large codebases, focusing on critical changes like authentication system rewrites, taking 6-8 hours.
How to install Differential Security Review
View source1. Install with the skills CLI
npx skills add trailofbits/skills/differential-review --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by trailofbitsDifferential 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: 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
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.
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.
Frequently asked questions about Differential Security Review
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