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Differential review

Skill the-hugin/RSIm/skills/differential-review

Recursively Self-Improving Module — persistent memory + structured improvement loop for Claude Code

Install
npx -y skills add the-hugin/RSIm --skill differential-review

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What its author says it does

Copied from the file, not written here

Security-focused review of code changes (PRs, commits, diffs) with blast radius estimation and adversarial modeling. Seven-phase workflow from triage to final report. Adapted from Trail of Bits methodology.

SKILL.md

5.7 KB, as published. Nobody here has run it

Differential Review

Reviews code changes through a security lens: git diffs, PRs, staged changes, or explicit file deltas. Scales automatically to change size.

When to Use

  • User asks to review a PR, commit, or diff
  • User asks "what could break" in a change
  • Pre-merge security check
  • Reviewing changes to auth, crypto, configuration, or data handling
  • Starting point is git diff, gh pr, or a set of changed files

When NOT to Use

  • Full codebase audit from scratch → use deep code reading instead
  • Code quality review without security focus → use backend-code-review
  • Reviewing a single isolated function with no change history
  • The change is only comments, docs, or test fixtures with no logic

Rationalizations to Reject

These are shortcuts that compromise findings. Reject them explicitly:

  • "It's a minor refactor, no security implications" — refactors regularly reintroduce removed fixes silently
  • "Tests pass, so it's fine" — tests don't model attackers; passing tests ≠ secure code
  • "The change is internal-only" — internal code runs with real privileges on real data
  • "The original developer knows what they're doing" — even experts miss blast radius
  • "This pattern is used elsewhere in the codebase" — widespread usage doesn't make a pattern correct
  • "It's behind authentication" — auth bypasses are common; don't reduce security scrutiny

Workflow (7 Phases)

Phase 0 — Intake & Triage

Determine what changed and assign risk before diving in.

git diff HEAD~1 --stat          # overview of files changed
git diff HEAD~1                 # full diff
gh pr view --json files         # if reviewing a PR

Classify scope:

SizeFiles changed
SMALL< 20
MEDIUM20–200
LARGE200+

Risk tier per file:

TierFile types / patterns
HIGHauth, crypto, session, config/env, external API calls, payment, validation removal, permissions
MEDIUMbusiness logic, state mutations, new public APIs, DB queries
LOWcomments, tests, UI, logging, docs

Phase 1 — Changed Code Analysis

For every HIGH/MEDIUM file:

  • Side-by-side comparison of before/after logic
  • Run git blame <file> on modified lines — trace history
  • Regression check: was a security-related commit silently undone?
  • Document at least one concrete attack scenario per HIGH-risk change

Immediate escalation flags:

  • Removed validation without replacement
  • Access control downgraded (private → public, admin → user)
  • Hardcoded credentials or secrets introduced
  • Unchecked return values from security-critical calls
  • CVE-fix commit reverted or overwritten

Phase 2 — Test Coverage Analysis

  • New functions without tests → escalate to HIGH risk
  • Modified validation logic → require updated tests
  • Complex logic (> 20 lines) without test coverage → flag

Phase 3 — Blast Radius

Count callers of every modified function using Grep:

CallersBlast Radius
1–5LOW
6–20MEDIUM
21–50HIGH
50+CRITICAL

CRITICAL blast radius + HIGH-risk change = immediate top-priority finding.


Phase 4 — Deep Context (HIGH-risk only)

For files/functions with HIGH or CRITICAL risk:

  • Trace full call chains up and down
  • Document invariants: what must always be true entering/leaving the function
  • Map trust boundaries: where does untrusted data enter?
  • Find shared mutable state modified by the change

See methodology.md for line-by-line analysis technique.


Phase 5 — Adversarial Modeling

For every HIGH finding, construct:

  1. Attacker model — who is the attacker, what access do they have
  2. Attack vector — concrete sequence of actions to exploit
  3. Exploitability — EASY / MEDIUM / HARD with justification

See adversarial.md for full framework.


Phase 6 — Report Generation

Generate structured markdown report. Template in reporting.md.

Mandatory sections:

  1. Executive Summary (severity table + recommendation)
  2. What Changed (file list, risk tiers, blast radius)
  3. Critical Findings (HIGH/CRITICAL with attack scenarios)
  4. Test Coverage Gaps
  5. Recommendations (immediate / pre-production / tech debt)
  6. Analysis Limitations (what was NOT covered and why)

Quality Thresholds

Before delivering the report, verify:

  • Every finding cites specific file:line reference
  • Every HIGH finding includes a concrete attack scenario
  • Blast radius calculated for every modified function
  • Regression check performed (no silently removed security fixes)
  • No vague language ("probably", "might", "could potentially")
  • Coverage limitations explicitly stated

Supporting Files

FilePurpose
methodology.mdDetailed per-phase analysis techniques
adversarial.mdAttack modeling framework
reporting.mdReport templates
patterns.mdVulnerability patterns by category

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.