LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks. Do not use as the primary route for dedicated OWASP/security audits, review-feedback handling, completion verification, AI-code cleanup, or TDD/test-first work.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill code-reviewer -a windsurf -y
name: code-reviewer description: Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks. Do not use as the primary route for dedicated OWASP/security audits, review-feedback handling, completion verification, AI-code cleanup, or TDD/test-first work.
Complete toolkit for code reviewer with modern tools and best practices.
Use `code-reviewer` when the user asks for a fresh review of code or a PR:
Do not let this skill own narrower problems:
The legacy review wrapper has been absorbed into this direct route owner.
Use these assets as supporting material inside `code-reviewer`; do not route to the deleted wrapper skill.
This skill provides three core capabilities through automated scripts:
# Script 1: Pr Analyzer python scripts/pr_analyzer.py [options] # Script 2: Code Quality Checker python scripts/code_quality_checker.py [options] # Script 3: Review Report Generator python scripts/review_report_generator.py [options]
Automated tool for pr analyzer tasks.
**Features:**
**Usage:**
python scripts/pr_analyzer.py <project-path> [options]
Comprehensive analysis and optimization tool.
**Features:**
**Usage:**
python scripts/code_quality_checker.py <target-path> [--verbose]
Advanced tooling for specialized tasks.
**Features:**
**Usage:**
python scripts/review_report_generator.py [arguments] [options]
Comprehensive guide available in `references/code_review_checklist.md`:
Complete workflow documentation in `references/coding_standards.md`:
Technical reference guide in `references/common_antipatterns.md`:
**Languages:** TypeScript, JavaScript, Python, Go, Swift, Kotlin **Frontend:** React, Next.js, React Native, Flutter **Backend:** Node.js, Express, GraphQL, REST APIs **Database:** PostgreSQL, Prisma, NeonDB, Supabase **DevOps:** Docker, Kubernetes, Terraform, GitHub Actions, CircleCI **Cloud:** AWS, GCP, Azure
# Install dependencies npm install # or pip install -r requirements.txt # Configure environment cp .env.example .env
# Use the analyzer script python scripts/code_quality_checker.py . # Review recommendations # Apply fixes
Follow the patterns and practices documented in:
# Development npm run dev npm run build npm run test npm run lint # Analysis python scripts/code_quality_checker.py . python scripts/review_report_generator.py --analyze # Deployment docker build -t app:latest . docker-compose up -d kubectl apply -f k8s/
Check the comprehensive troubleshooting section in `references/common_antipatterns.md`.
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
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