Install
$ agentstack add skill-primeline-ai-primeline-skills-code-review ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Code Review
Structured code review that catches what matters. Not style nitpicks - real bugs, security holes, and logic errors.
Announce: "Using code-review to analyze these changes."
Quick Start (Self-Review)
Before committing your own code, check these 3 things:
- Does it break existing tests? Run the full test suite. Not just your new tests.
- Does it handle the error case? For every happy path, ask: "What if this fails?"
- Does it leak secrets or PII? Search your diff for API keys, passwords, tokens, email addresses.
If all 3 pass, your code is ready for a proper review.
The Full System
Step 1: Understand the Context
Before reading a single line of code:
- What is this change supposed to do? (Read the PR description or commit message)
- What files are involved? (Get the scope)
- Are there unaddressed comments from previous reviewers?
# For PRs:
gh pr view --json title,body,files
gh pr diff
Step 2: Set Up Safe Review (PRs Only)
For reviewing other people's PRs, use a git worktree for isolation:
# Create isolated workspace
git worktree add .worktrees/pr- -b review/pr-
cd .worktrees/pr-
# Check out the PR
gh pr checkout
Why isolation? The PR may contain untrusted code. Never run code from a PR you haven't reviewed. A worktree keeps your working directory clean.
Step 3: Analyze the Changes
Read the diff file by file. For each file, check:
Correctness:
- Does the logic do what the description says?
- Are edge cases handled? (null, empty, zero, negative, overflow)
- Are error paths handled? (network failure, disk full, permission denied)
- Do types match? (especially at boundaries - API responses, user input)
Security:
- Input validation on user-provided data?
- SQL/NoSQL injection possible?
- XSS possible in rendered output?
- Auth checks on new endpoints?
- Secrets hardcoded anywhere?
- Unsafe deserialization?
Quality:
- Does the change follow existing patterns in the codebase?
- Are there obvious simplifications?
- Is there dead code or unused imports?
- Are variable names clear enough to understand without comments?
Step 4: Categorize Findings
Every finding gets a severity:
| Severity | Meaning | Action | |----------|---------|--------| | Critical | Security vulnerability, data loss, crash in production | Must fix before merge | | High | Bug, race condition, significant logic error | Should fix before merge | | Medium | Code quality, missing edge case, maintainability | Should address, not blocking | | Low | Style, naming suggestion, minor improvement | Optional |
Each finding needs:
- File and line reference (
src/auth.ts:45) - What the issue is (specific, not vague)
- Why it matters (impact)
- Suggested fix (actionable, not "please improve")
Step 5: Write the Review
Structure your review:
## Review: [PR Title or Change Description]
### Summary
[1-2 sentences: what this change does and overall assessment]
### Critical / High
[List issues that must or should be fixed]
- `file:line` - [Issue]. [Why it matters]. Fix: [suggestion].
### Medium
[Issues worth addressing]
- `file:line` - [Issue]. Fix: [suggestion].
### Low
[Optional improvements]
- `file:line` - [Suggestion].
### Positive Notes
[What's done well - this matters for morale and learning]
### Verdict
[Approve / Request Changes / Comment]
Step 6: Clean Up (PRs Only)
# Return to main workspace
cd ../..
git worktree remove .worktrees/pr-
git branch -D review/pr-
When to Use
- Reviewing a pull request (yours or someone else's)
- Before committing code to a shared branch
- After implementing a feature, before marking it done
- When you suspect code quality issues in a section of the codebase
When NOT to Use
- Reviewing documentation-only changes (just read them)
- Reviewing auto-generated code (CI configs, lock files)
- When the user explicitly says "skip review"
- For exploratory or prototype code that will be rewritten
Delegation Pattern
Large PRs (500+ lines) benefit from delegation:
## 1. TASK
Review the diff of PR #[NUMBER] for bugs, security issues, and code quality.
## 2. EXPECTED OUTCOME
Categorized findings (Critical/High/Medium/Low) with file:line references and suggested fixes.
## 3. REQUIRED TOOLS
Read, Grep, Glob, Bash (gh pr view, gh pr diff only)
## 4. MUST DO
- Read every changed file
- Check for security vulnerabilities (OWASP top 10)
- Check for logic errors and unhandled edge cases
- Categorize findings by severity
- Include specific file:line references
## 5. MUST NOT DO
- Don't run any code from the PR
- Don't modify any files
- Don't approve or merge the PR
- Don't report style-only issues as High/Critical
## 6. CONTEXT
PR: [URL or number]
Description: [What the PR does]
Key files: [Most important files to focus on]
Agent: general-purpose | Model: Sonnet | Effort: High (12 turns)
Security Focus Areas
These are the highest-value things to check. A review that catches one of these pays for itself:
| Area | What to Check | |------|--------------| | Auth bypass | New endpoints without auth middleware? Role checks missing? | | Injection | User input reaching SQL, shell commands, or HTML without sanitization? | | Secrets | API keys, tokens, passwords in code or config committed to repo? | | SSRF | User-controlled URLs being fetched server-side? | | Path traversal | User input in file paths without validation? | | Mass assignment | User input spread into database objects without whitelisting fields? |
Anti-Patterns
| Pattern | Problem | Fix | |---------|---------|-----| | "LGTM" with no comments | Rubber-stamp review, catches nothing | Spend at least 5 minutes per 100 lines | | Style-only feedback | Misses real bugs while bikeshedding | Check security and correctness first, style last | | "This could be better" | Vague, not actionable | Specific: what, where, why, how to fix | | Reviewing 2000 lines at once | Attention drops after ~400 lines | Request smaller PRs or review in chunks | | Skipping test files | Tests might assert wrong behavior | Review tests - they're the spec |
With Starter System
If you have the Starter System installed:
- Use
/rememberto log review patterns specific to your codebase - "Always check for X in Y files" becomes institutional knowledge
- Use
/handoffto pass review context across sessions
With Kairn (Course)
When Kairn is configured, code review gains:
- Cross-project patterns - "This auth pattern was flagged in 3 other projects"
- Review history - tracks which types of issues your codebase tends to have
- Codebase-specific rules - learns your project's conventions over time
Without Kairn: review quality depends on the reviewer's memory. Still structured, still valuable, just not adaptive.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: primeline-ai
- Source: primeline-ai/primeline-skills
- License: MIT
- Homepage: https://primeline.cc
Install and usage instructions live in the source repository linked above.
Reviews
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Versions
- v0.1.0 Imported from the upstream source.