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Code Review

  • 1.2k installs
  • 835 repo stars
  • Updated June 10, 2026
  • llama-farm/llamafarm

code-review is an agent skill for comprehensive code review for diffs. analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. auto-detects domain (frontend/backend) from file paths.

About

The code-review skill is designed for comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths. Code Review Skill You are performing a comprehensive code review on a diff. Your task is to analyze the changed code for security vulnerabilities, anti-patterns, and quality issues. Invoke when the user asks about code review or related SKILL.md workflows.

  • User pastes PR diff, then runs /code-review.
  • Agent runs git diff HEAD~1, then invokes this skill.
  • CI tool provides diff content for review.
  • List of changed files.
  • Changed lines (additions and modifications).

Code Review by the numbers

  • 1,209 all-time installs (skills.sh)
  • +1 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Ranked #356 of 2,203 Security skills by installs in the Skillselion catalog
  • Security screen: HIGH risk (skills.sh audit)
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
At a glance

code-review capabilities & compatibility

Capabilities
user pastes pr diff, then runs /code review · agent runs git diff head~1, then invokes this sk · ci tool provides diff content for review · list of changed files
From the docs

What code-review says it does

Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths.
SKILL.md
Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backen
SKILL.md
npx skills add https://github.com/llama-farm/llamafarm --skill code-review

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Listed on Skillselion
Installs1.2k
repo stars835
Security audit1 / 3 scanners passed
Last updatedJune 10, 2026
Repositoryllama-farm/llamafarm

How do I comprehensive code review for diffs. analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. auto-detects domain (frontend/backend) from file paths?

Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths.

Who is it for?

Developers using code review workflows documented in SKILL.md.

Skip if: Skip when the task falls outside code-review scope or needs a different stack.

When should I use this skill?

User asks about code review or related SKILL.md workflows.

What you get

Completed code-review workflow with documented commands, files, and expected deliverables.

  • categorized review findings
  • grep command evidence
  • severity-rated PR summary

By the numbers

  • Covers six backend review categories: Security, FastAPI Patterns, Pydantic Validation, Async Patterns, Error Handling, a

Files

SKILL.mdMarkdownGitHub ↗

Code Review Skill

You are performing a comprehensive code review on a diff. Your task is to analyze the changed code for security vulnerabilities, anti-patterns, and quality issues.

Input Model

This skill expects a diff to be provided in context before invocation. The caller is responsible for generating the diff.

Example invocations:

  • User pastes PR diff, then runs /code-review
  • Agent runs git diff HEAD~1, then invokes this skill
  • CI tool provides diff content for review

If no diff is present in context, ask the user to provide one or offer to generate one (e.g., git diff, git diff main..HEAD).

---

Domain Detection

Auto-detect which checklists to apply based on directory paths in the diff:

DirectoryDomainChecklist
designer/FrontendRead frontend.md
server/BackendRead backend.md
rag/BackendRead backend.md
runtimes/universal/BackendRead backend.md
cli/CLI/GoGeneric checks only
config/ConfigGeneric checks only

If the diff spans multiple domains, load all relevant checklists.

---

Review Process

Step 1: Parse the Diff

Extract from the diff:

  • List of changed files
  • Changed lines (additions and modifications)
  • Detected domains based on file paths

Step 2: Initialize the Review Document

Create a review document using the temp-files pattern:

SANITIZED_PATH=$(echo "$PWD" | tr '/' '-')
REPORT_DIR="/tmp/claude/${SANITIZED_PATH}/reviews"
mkdir -p "$REPORT_DIR"
TIMESTAMP=$(date +%Y%m%d-%H%M%S)
FILEPATH="${REPORT_DIR}/code-review-${TIMESTAMP}.md"

Initialize with this schema:

# Code Review Report

**Date**: {current date}
**Reviewer**: Code Review Agent
**Source**: {e.g., "PR diff", "unstaged changes", "main..HEAD"}
**Files Changed**: {count}
**Domains Detected**: {list}
**Status**: In Progress

## Summary

| Category | Items Checked | Passed | Failed | Findings |
|----------|---------------|--------|--------|----------|
| Security | 0 | 0 | 0 | 0 |
| Code Quality | 0 | 0 | 0 | 0 |
| LLM Code Smells | 0 | 0 | 0 | 0 |
| Impact Analysis | 0 | 0 | 0 | 0 |
| Simplification | 0 | 0 | 0 | 0 |
{domain-specific categories added based on detected domains}

## Detailed Findings

{findings added here as review progresses}

Step 3: Review Changed Code

For EACH checklist item:

1. Scope feedback to diff lines only - Only flag issues in the changed code 2. Use file context - Read full file content to understand surrounding code 3. Apply relevant checks - Use domain-appropriate checklist items 4. Document findings - Record each violation found in changed code

Key principle: The diff is what gets reviewed. The rest of the file provides context to make that review accurate.

Step 4: Impact Analysis

Check if the diff might affect other parts of the codebase:

  • Changed exports/interfaces - Search for usages elsewhere that may break
  • Modified API signatures - Check for callers that need updating
  • Altered shared utilities - Look for consumers that may be affected
  • Config/schema changes - Find code that depends on old structure

Report any unaccounted-for impacts as findings with severity based on risk.

Step 5: Document Each Finding

For each issue found, add an entry:

### [{CATEGORY}] {Item Name}

**Status**: FAIL
**Severity**: Critical | High | Medium | Low
**Scope**: Changed code | Impact analysis

#### Violation

- **File**: `path/to/file.ext`
- **Line(s)**: 42-48 (from diff)
- **Code**:

// problematic code snippet from diff

- **Issue**: {explanation of what's wrong}
- **Recommendation**: {how to fix it}

Step 6: Finalize the Report

After completing all checks:

1. Update the summary table with final counts 2. Add an executive summary:

  • Total issues found
  • Critical issues requiring immediate attention
  • Impact analysis results
  • Recommended priority order for fixes

3. Update status to "Complete" 4. Inform the user of the report location

---

Generic Review Categories

These checks apply to ALL changed code regardless of domain.

---

Category: Security Fundamentals

Hardcoded Secrets

Check diff for:

  • API keys, passwords, secrets in changed code
  • Patterns: api_key, apiKey, password, secret, token, credential with literal values

Pass criteria: No hardcoded secrets in diff (should use environment variables) Severity: Critical

---

Eval and Dynamic Code Execution

Check diff for:

  • JavaScript/TypeScript: eval(, new Function(, setTimeout(", setInterval("
  • Python: eval(, exec(, compile(

Pass criteria: No dynamic code execution in changed lines Severity: Critical

---

Command Injection

Check diff for:

  • Python: subprocess with shell=True, os.system(
  • Go: exec.Command( with unsanitized input

Pass criteria: No unvalidated user input in shell commands Severity: Critical

---

Category: Code Quality

Console/Print Statements

Check diff for:

  • JavaScript/TypeScript: console.log, console.debug, console.info
  • Python: print( statements

Pass criteria: No debug statements in production code changes Severity: Low

---

TODO/FIXME Comments

Check diff for:

  • TODO:, FIXME:, HACK:, XXX: comments

Pass criteria: New TODOs should be tracked in issues Severity: Low

---

Empty Catch/Except Blocks

Check diff for:

  • JavaScript/TypeScript: catch { } or catch(e) { }
  • Python: except: pass or empty except blocks

Pass criteria: All error handlers log or rethrow Severity: High

---

Category: LLM Code Smells

Placeholder Implementations

Check diff for:

  • TODO, PLACEHOLDER, IMPLEMENT, NotImplemented
  • Functions that just return None, return [], return {}

Pass criteria: No placeholder implementations in production code Severity: High

---

Overly Generic Abstractions

Check diff for:

  • New classes/functions with names like GenericHandler, BaseManager, AbstractFactory
  • Abstractions without clear reuse justification

Pass criteria: Abstractions are justified by actual reuse Severity: Low

---

Category: Impact Analysis

Breaking Changes

Check if diff modifies:

  • Exported functions/classes - search for imports elsewhere
  • API endpoints - search for callers
  • Shared types/interfaces - search for usages
  • Config schemas - search for consumers

Pass criteria: All impacted code identified and accounted for Severity: High (if unaccounted impacts found)

---

Category: Simplification

Duplicate Logic

Check diff for:

  • Repeated code patterns (not just syntactic similarity)
  • Copy-pasted code with minor variations
  • Similar validation, transformation, or formatting logic

Pass criteria: No obvious duplication in changed code Severity: Medium Suggestion: Extract shared logic into reusable functions

---

Unnecessary Complexity

Check diff for:

  • Deeply nested conditionals (more than 3 levels)
  • Functions doing multiple unrelated things
  • Overly complex control flow

Pass criteria: Code is reasonably flat and focused Severity: Medium Suggestion: Use early returns, extract helper functions

---

Verbose Patterns

Check diff for:

  • Patterns that have simpler alternatives in the language
  • Redundant null checks or type assertions
  • Unnecessary intermediate variables

Pass criteria: Code uses idiomatic patterns Severity: Low Suggestion: Simplify using language built-ins

---

Domain-Specific Review Items

Based on detected domains, read and apply the appropriate checklists:

  • Frontend detected (designer/): Read frontend.md and apply those checks to changed code
  • Backend detected (server/, rag/, runtimes/): Read backend.md and apply those checks to changed code

---

Final Summary Template

## Executive Summary

**Review completed**: {timestamp}
**Total findings**: {count}

### Critical Issues (Must Fix)
1. {issue 1}
2. {issue 2}

### Impact Analysis Results
- {summary of any breaking changes or unaccounted impacts}

### High Priority (Should Fix)
1. {issue 1}
2. {issue 2}

### Recommendations
{Overall recommendations based on the changes reviewed}

---

Notes for the Agent

1. Scope to diff: Only flag issues in the changed lines. Don't review unchanged code.

2. Use context: Read full files to understand the changes, but feedback targets the diff only.

3. Check impacts: When changes touch exports, APIs, or shared code, search for affected consumers.

4. Be specific: Include file paths, line numbers (from diff), and code snippets for every finding.

5. Prioritize: Flag critical security issues immediately.

6. Provide solutions: Each finding should include a recommendation for how to fix it.

7. Update incrementally: Update the review document after each category, not at the end.

Related skills

How it compares

Pick llamafarm code-review over generic security skills when the stack is Python/FastAPI and you need grep-backed checklist items with severity labels.

FAQ

What does code-review do?

Comprehensive code review for diffs. Analyzes changed code for security vulnerabilities, anti-patterns, and quality issues. Auto-detects domain (frontend/backend) from file paths.

When should I use code-review?

User asks about code review or related SKILL.md workflows.

Is code-review safe to install?

Review the Security Audits panel on this page before installing in production.

Securityappsec

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