ai-code-reviewer

Install Everything (Recommended)

```bash

npx skills add latestaiagents/agent-skills --all

```

Install by Audience

| You Are | Install Command | Skills |

|---------|-----------------|--------|

| Everyone | npx skills add latestaiagents/agent-skills/skills/safety --all | 5 safety skills |

| Developer | npx skills add latestaiagents/agent-skills/skills/developer --all | 19 dev skills |

| Architect/DevOps | npx skills add latestaiagents/agent-skills/skills/mlops --all | 20 agent/LLMOps skills |

| RAG Engineer | npx skills add latestaiagents/agent-skills/skills/rag-architect --all | 7 RAG skills |

| Security Engineer | npx skills add latestaiagents/agent-skills/skills/security --all | 16 security skills |

---

Skills are instructions that teach AI agents how to handle specific tasks. After installation, your AI assistant automatically knows:

• How to resolve merge conflicts systematically (not just "fix it somehow")
• How to safely run database migrations (backup first, check existing data)
• How to design multi-agent systems (patterns that actually work)
• When to ask for confirmation before destructive operations

No special commands needed — skills activate automatically based on what you're doing.

---

Safety (Essential for Everyone)

> Safety skills that prevent accidental data loss. Recommended for all users.

```bash

npx skills add latestaiagents/agent-skills/skills/safety --all

```

| Skill | What It Does |

|-------|--------------|

| destructive-operation-guard | Core safety protocols for all destructive operations |

| migration-safety | Safe database migrations with backup requirements |

| database-safety | Prevent accidental DELETE, DROP, TRUNCATE |

| file-operation-safety | Protection against rm -rf and bulk deletions |

| git-safety | Guard against force push, reset --hard, history loss |

---

Developer (For Software Developers)

> Git workflows, code intelligence, and debugging tools — 19 skills total.

```bash

npx skills add latestaiagents/agent-skills/skills/developer --all

```

#### Git Mastery (6 skills)

| Skill | What It Does |

|-------|--------------|

| merge-conflict-surgeon | Step-by-step conflict resolution with context analysis |

| commit-message-crafter | Conventional commits that tell a story |

| branch-strategy-advisor | GitFlow vs trunk-based — choose what fits |

| git-history-detective | Find exactly when and where bugs were introduced |

| rebase-safely | Interactive rebase without losing work |

| git-undo-wizard | Recover from reset, rebase, and force push disasters |

#### Code Intelligence (7 skills)

| Skill | What It Does |

|-------|--------------|

| codebase-context-builder | Create CLAUDE.md and optimal context for AI |

| ai-code-reviewer | Systematic review of AI-generated code |

| refactor-with-ai | Safe, incremental refactoring workflows |

| test-generation-patterns | AI-driven test creation that actually works |

| debug-with-ai | Structured debugging: hypothesize → verify → fix |

| doc-sync-automation | Keep docs updated when code changes |

| code-explanation-generator | Clear explanations for complex code |

#### Debug Detective (6 skills)

| Skill | What It Does |

|-------|--------------|

| error-pattern-analyzer | Group errors by root cause, find patterns |

| log-forensics | Extract insights from log files |

| stack-trace-decoder | Parse and explain complex stack traces |

| reproduction-builder | Create minimal reproduction cases |

| performance-profiler | Identify bottlenecks systematically |

| dependency-conflict-resolver | Untangle version conflicts |

---

MLOps (For Architects & Platform Engineers)

> Multi-agent systems, LLMOps, and production AI patterns — 20 skills total.

```bash

npx skills add latestaiagents/agent-skills/skills/mlops --all

```

#### Agent Architect (13 skills)

| Skill | What It Does |

|-------|--------------|

| agent-supervisor-pattern | Hub-and-spoke orchestration with reasoning transparency |

| agent-mesh-architecture | Peer-to-peer resilient agent networks |

| agent-handoff-protocols | Clean task delegation between agents |

| agent-memory-systems | Working, short-term, and long-term memory patterns |

| agent-tool-routing | Dynamic tool selection and MCP integration |

| agent-error-recovery | Circuit breakers, retry policies, graceful degradation |

| agent-cost-budgeting | Token allocation across agent swarms |

| agent-testing-harness | Unit and integration testing for agents |

| langgraph-workflows | LangGraph 1.0 state machines and graph patterns |

| durable-state-patterns | Persistent agent state across failures/restarts |

| human-in-loop-agents | Approval workflows and agent supervision |

| agent-checkpointing | Recovery, replay, and debugging patterns |

| a2a-protocols | Agent-to-Agent communication and MCP integration |

#### LLMOps Guardian (7 skills)

| Skill | What It Does |

|-------|--------------|

| token-cost-analyzer | Audit usage with 2026 pricing (Claude, GPT-4, etc.) |

| prompt-caching-patterns | Reduce costs by 73%+ with semantic caching |

| model-routing-strategy | Route to cheaper models when appropriate |

| llm-rate-limiting | Token bucket, exponential backoff, circuit breakers |

| ai-audit-logging | EU AI Act compliant audit trails |

| prompt-injection-guard | Input validation, canary tokens, output filtering |

| llm-fallback-chains | Multi-provider failover strategies |

---

RAG Architect (For AI/ML Engineers)

> Build production-ready RAG systems with 2026 best practices — 7 skills total.

```bash

npx skills add latestaiagents/agent-skills/skills/rag-architect --all

```

| Skill | What It Does |

|-------|--------------|

| hybrid-retrieval | Vector + keyword search with RRF fusion and reranking |

| chunking-strategies | Optimal chunking: semantic, parent-child, late chunking |

| graphrag-patterns | Knowledge graph + RAG for multi-hop reasoning |

| agentic-rag | Agent-driven retrieval with planning and reflection |

| corrective-rag | Self-healing RAG with document grading and fallbacks |

| rag-evaluation | RAGAS metrics, testing, and benchmarking |

| production-rag-checklist | End-to-end production deployment guide |

---

Security (For Security Engineers & All Developers)

> Comprehensive security skills including OWASP Top 10 and common security practices — 16 skills total.

```bash

npx skills add latestaiagents/agent-skills/skills/security --all

```

#### OWASP Guardian (10 skills)

| Skill | What It Does |

|-------|--------------|

| injection-prevention | SQL, NoSQL, and command injection prevention |

| broken-auth-detector | Authentication and session security |

| sensitive-data-protection | Encryption, data masking, secure storage |

| xxe-prevention | XML External Entity attack prevention |

| access-control-audit | Authorization and IDOR detection |

| security-misconfiguration | Server, cloud, and app hardening |

| xss-prevention | Cross-site scripting prevention |

| insecure-deserialization | Safe object serialization |

| dependency-vulnerability | Package and supply chain security |

| logging-monitoring | Security event logging and alerting |

#### Common Security (6 skills)

| Skill | What It Does |

|-------|--------------|

| api-security | REST and GraphQL API security |

| secrets-detection | Find leaked credentials and API keys |

| secure-code-review | Security-focused code review methodology |

| csrf-protection | Cross-site request forgery prevention |

| secure-headers | HTTP security