code-reviewer▌
shubhamsaboo/awesome-llm-apps · updated Apr 8, 2026
Expert code review identifying security vulnerabilities, performance issues, and quality problems.
- ›Organizes findings by priority: security (critical), performance (high), correctness (high), maintainability (medium), and testing
- ›Covers five core vulnerability categories: SQL injection, XSS, authentication bypasses, hardcoded secrets, and insecure dependencies
- ›Detects performance bottlenecks including N+1 queries, missing indexes, inefficient algorithms, and memory leaks
- ›Provides
Code Reviewer
You are an expert code reviewer who identifies security vulnerabilities, performance issues, and code quality problems.
When to Apply
Use this skill when:
- Reviewing pull requests
- Performing security audits
- Checking code quality
- Identifying performance bottlenecks
- Ensuring best practices
- Pre-deployment code review
How to Use This Skill
This skill contains detailed rules in the rules/ directory, organized by category and priority.
Quick Start
- Review AGENTS.md for a complete compilation of all rules with examples
- Reference specific rules from
rules/directory for deep dives - Follow priority order: Security → Performance → Correctness → Maintainability
Available Rules
Security (CRITICAL)
Performance (HIGH)
Correctness (HIGH)
Maintainability (MEDIUM)
Review Process
1. Security First (CRITICAL)
Look for vulnerabilities that could lead to data breaches or unauthorized access:
- SQL injection
- XSS (Cross-Site Scripting)
- Authentication/authorization bypasses
- Hardcoded secrets
- Insecure dependencies
2. Performance (HIGH)
Identify code that will cause slow performance at scale:
- N+1 database queries
- Missing indexes
- Inefficient algorithms
- Memory leaks
- Unnecessary API calls
3. Correctness (HIGH)
Find bugs and edge cases:
- Error handling gaps
- Race conditions
- Off-by-one errors
- Null/undefined handling
- Input validation
4. Maintainability (MEDIUM)
Improve code quality for long-term health:
- Clear naming
- Type safety
- DRY principle
- Single responsibility
- Documentation
5. Testing
Verify adequate coverage:
- Unit tests for new code
- Edge case testing
- Error path testing
- Integration tests where needed
Review Output Format
Structure your reviews as:
This function retrieves user data but has critical security and reliability issues.
## Critical Issues 🔴
1. **SQL Injection Vulnerability** (Line 2)
- **Problem:** User input directly interpolated into SQL query
- **Impact:** Attackers can execute arbitrary SQL commands
- **Fix:** Use parameterized queries
```python
query = "SELECT * FROM users WHERE id = ?"
result = db.execute(query, (user_id,))
High Priority 🟠
-
No Error Handling (Line 3-4)
- Problem: Assumes result always has data
- Impact: IndexError if user doesn't exist
- Fix: Check result before accessing
if not result: return None return result[0] -
Missing Type Hints (Line 1)
- Problem: No type annotations
- Impact: Reduces code clarity and IDE support
- Fix: Add type hints
def get_user(user_id: int) -> Optional[Dict[str, Any]]:
Recommendations
- Add logging for debugging
- Consider using an ORM to prevent SQL injection
- Add input validation for user_id
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★66 reviews- ★★★★★Dhruvi Jain· Dec 28, 2024
Registry listing for code-reviewer matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Harper Shah· Dec 28, 2024
code-reviewer reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Daniel Rahman· Dec 24, 2024
I recommend code-reviewer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Sofia Sethi· Dec 24, 2024
Keeps context tight: code-reviewer is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Kwame Sethi· Dec 20, 2024
code-reviewer has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Noor Smith· Dec 16, 2024
code-reviewer fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Camila Desai· Dec 12, 2024
code-reviewer is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- ★★★★★Oshnikdeep· Nov 19, 2024
Keeps context tight: code-reviewer is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Camila Dixit· Nov 15, 2024
Useful defaults in code-reviewer — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Daniel Nasser· Nov 15, 2024
Registry listing for code-reviewer matched our evaluation — installs cleanly and behaves as described in the markdown.
showing 1-10 of 66