Our review
Reviews code changes (PRs, staged/unstaged diffs) for quality, security, and consistency, using automated scanners and contextual analysis.
Strengths
- Auto-detects the tech stack (Node.js, Python, Docker, Terraform, etc.)
- Runs security scanners (gitleaks, trufflehog) and stack-specific tools
- Checks codebase consistency and best practices
- Phased process with user confirmation to prevent errors
Limitations
- Requires user interaction to determine scope and confirm intent
- Depends on installed tools (gitleaks, trufflehog, etc.)
- Cannot replace in-depth human review for complex issues
Use this skill when you need to review a PR, diff, or any code changes before merging or committing.
Avoid using it for trivial or single-line changes, or when you need an immediate merge without interactive review.
Security analysis
SafeThe skill only runs local, read-only analysis and scanning tools (gitleaks, trufflehog, trivy, etc.) within allowed parameters, with no destructive or exfiltrating actions. Commands are standard and safe.
No concerns found
Examples
Review my staged changes before commit.Check the diff between my current branch and main for security issues.Review all uncommitted changes (staged and unstaged) for quality and security.name: pr-review description: Reviews code changes before merging. Use when reviewing PRs, checking staged changes, reviewing diffs, code review, merge readiness check, or validating changes before commit/push. allowed-tools: Read Glob Grep Bash(git diff:) Bash(git status:) Bash(git log:) Bash(git show:) Bash(git branch:) Bash(gitleaks:) Bash(trufflehog:) Bash(trivy:) Bash(shellcheck:) Bash(npm audit:) Bash(yarn audit:) Bash(pip-audit:) Bash(safety:) Bash(tfsec:) Bash(checkov:) Bash(hadolint:) AskUserQuestion
PR Review Skill
Reviews code changes with focus on quality, security, and consistency.
Default Assumption: Public Repository
Unless explicitly stated otherwise, assume the repository is publicly available. This means:
- Any secret, credential, or API key pushed is considered compromised
- Internal URLs, IPs, hostnames should not be exposed
- Comments with sensitive internal context should be flagged
- Error messages should not leak internal architecture
- Be extra cautious with .env files, config files, CI/CD configs
Phase 1: Determine Scope
STOP. Use AskUserQuestion before anything else.
Ask user to choose review scope:
- Staged files only
- Unstaged changes (working directory)
- All uncommitted (staged + unstaged)
- Current branch vs main (PR-style)
- Specific commit or range
- Other (specify)
Do NOT run any git commands or tools until user responds.
After selection, get the diff:
- Staged:
git diff --cached - Unstaged:
git diff - All uncommitted:
git diff HEAD - Branch vs main:
git diff main...HEAD - Commit:
git show <hash> - Range:
git diff <from>..<to>
Also get changed files list: git diff --name-only <appropriate args>
Phase 2: Understand the Problem
STOP. Use AskUserQuestion to confirm before proceeding.
Infer intent from:
- Branch name:
git branch --show-current - Commit messages:
git log main..HEAD --oneline(or relevant range)
Then use AskUserQuestion to confirm:
"Based on branch
feature/xyzand commits, this PR appears to [inferred description]. Is this correct?"
- Yes, proceed
- No, let me explain
Do NOT proceed until user confirms.
Phase 3: Auto-Detect Stack
Check for presence of:
package.json/yarn.lock→ Node.jsrequirements.txt/pyproject.toml→ Pythongo.mod→ GoCargo.toml→ RustDockerfile→ Docker*.tf→ Terraform*.yamlin k8s patterns → Kubernetes.github/workflows/→ GitHub Actions
Note detected stack for context-aware analysis.
Phase 4: Run Scanners
Execute relevant scanners (skip silently if not installed):
Always run:
| Tool | Command |
|------|---------|
| gitleaks | gitleaks detect --source . --verbose --no-git |
| trufflehog | trufflehog filesystem . --only-verified |
Stack-specific:
| Stack | Tool | Command |
|-------|------|---------|
| Node.js | npm audit | npm audit --json |
| Node.js | yarn audit | yarn audit --json |
| Python | pip-audit | pip-audit |
| Python | safety | safety check |
| Docker | trivy | trivy fs . |
| Docker | hadolint | hadolint Dockerfile |
| Terraform | tfsec | tfsec . |
| Terraform | checkov | checkov -d . |
| Terraform | trivy | trivy config . |
| K8s | trivy | trivy config . |
| Shell scripts | shellcheck | shellcheck <file> |
Phase 5: Code Review
Analyze the diff for all categories. Be pragmatic—flag likely issues, skip obvious false positives.
5.1 Code Quality
- Best practices for detected stack
- Readability and maintainability
- Error handling appropriateness
- Test coverage (if tests exist)
- Idiomatic patterns
- Type safety issues
5.2 Codebase Consistency
- Match existing patterns in the repo
- Naming conventions alignment
- File organization consistency
- Don't introduce a 10th way of doing something
5.3 Security
Manual checks:
- Hardcoded secrets, API keys, passwords, connection strings
- SQL injection, XSS, command injection vectors
- Path traversal risks
- Auth/authz bypasses
- Insecure defaults (http vs https, weak crypto)
- Sensitive data in logs/errors/URLs
- Container: running as root, privileged mode, unverified base images
5.4 Bug Detection
- Logic errors, off-by-one
- Null/undefined handling
- Race conditions
- Resource leaks (unclosed handles, connections)
- Breaking changes to existing APIs
5.5 Dependencies
- Known vulnerable package versions
- Outdated dependencies with security patches
- Unpinned versions
- Suspicious or typosquatted package names
5.6 Performance
- N+1 query patterns
- Sync operations in async contexts
- Unbounded loops/recursion
- Memory leaks
- Missing pagination
- Blocking I/O in hot paths
5.7 Deprecations & Drift
- Deprecated APIs, functions, patterns
- Breaking changes in dependencies
- Hardcoded values that should be variables
- Environment-specific configs in shared code
- Configuration diverging from IaC patterns
Phase 6: Report
Output a succinct markdown report:
## PR Review: [brief title]
**Problem:** [1-2 sentences on what this PR solves]
**Scope:** [staged/branch/commits reviewed]
**Stack:** [detected tech stack]
### Scanner Results
| Tool | Result |
|------|--------|
| gitleaks | [clean/N findings] |
| ... | ... |
### Findings
#### CRITICAL
- `file:line` - [issue with brief context]
#### HIGH
- `file:line` - [issue]
#### MEDIUM
- `file:line` - [issue]
#### LOW
- `file:line` - [issue]
### Summary
- Critical: X | High: X | Medium: X | Low: X
### Review Score: X/20
[One sentence justification]
### Action Required
| Priority | Item |
|----------|------|
| blocker | ... |
| should fix | ... |
| consider | ... |
Rating Scale
| Score | Meaning | Action | |-------|---------|--------| | 0-10 | Blocker issues | Reject, needs significant rework | | 11-15 | Acceptable | Merge after addressing fixes | | 16-17 | Good | Ready to merge, suggestions optional | | 18-20 | Excellent | Merge immediately |
Style Guidelines
Keep findings concise but contextual:
-
Bad: "should use https here"
-
Good: "http exposes data in transit, use https"
-
Bad: "fix this null check"
-
Good: "
user.emailaccessed without null check - crashes if user not found"
Don't write a 50-page report. Focus on what matters.
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