Complete RAG (Retrieval-Augmented Generation) toolkit: chunking strategies, hybrid retrieval, GraphRAG, Agentic RAG, Corrective RAG, evaluation, and production deployment patterns.
Build autonomous RAG agents that reason, plan, and use tools for complex retrieval tasks. Use this skill when simple retrieve-and-generate isn't enough. Activate when: agentic RAG, RAG agent, multi-step retrieval, tool-using RAG, autonomous retrieval, query decomposition.
Expert guidance on document chunking strategies for RAG systems. Use this skill when designing how to split documents for vector embeddings. Activate when: chunking, chunk size, text splitting, document segmentation, overlap, semantic chunking, recursive splitting.
Implement Corrective RAG (CRAG) with retrieval validation, fallback strategies, and self-correction. Use this skill when RAG outputs need quality guarantees and automatic error correction. Activate when: CRAG, corrective RAG, retrieval validation, fallback search, self-correcting RAG, grounded generation.
Implement GraphRAG patterns combining knowledge graphs with retrieval for complex reasoning. Use this skill when building RAG over interconnected data or needing relationship-aware retrieval. Activate when: GraphRAG, knowledge graph, graph retrieval, entity relationships, Neo4j RAG, graph database, connected data.
Implement hybrid search combining dense vectors and sparse retrieval for optimal RAG results. Use this skill when vector search alone isn't providing accurate results. Activate when: hybrid search, BM25, keyword search, sparse retrieval, dense retrieval, reranking, ensemble retrieval.
Pinecone vector database for similarity search
Weaviate vector database with hybrid search
Qdrant vector database for high-performance search
Neo4j graph database for GraphRAG patterns
Elasticsearch for hybrid keyword + vector search
Requires secrets
Needs API keys or credentials to function
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67 professional skills + 7 full-featured plugins for AI coding agents — organized by audience so you can find exactly what you need.
Works with Claude Code, Claude Cowork, Cursor, Codex, Windsurf, and 35+ other AI agents.
# Cross-platform skills (works with any AI agent)
npx skills add latestaiagents/agent-skills --all
# Claude Code / Cowork plugins (with MCP integrations)
/plugin marketplace add latestaiagents/agent-skills
/plugin install devops-sre@latestaiagents-agent-skills
Works with Claude Code, Cursor, Codex, Windsurf, Cline, Aider, and 35+ other AI agents.
npx skills add latestaiagents/agent-skills --all
Full plugins with MCP tool integrations and slash commands. Works with Claude Code CLI and Claude Cowork desktop app.
# Step 1: Add our marketplace
/plugin marketplace add latestaiagents/agent-skills
# Step 2: Install plugins you need
/plugin install devops-sre@latestaiagents-agent-skills
/plugin install qa-testing@latestaiagents-agent-skills
/plugin install hr-people-ops@latestaiagents-agent-skills
| You Are | Skills CLI | Claude Plugin |
|---|---|---|
| Everyone | npx skills add latestaiagents/agent-skills/skills/safety --all | /plugin install safety@latestaiagents-agent-skills |
| Developer | npx skills add latestaiagents/agent-skills/skills/developer --all | /plugin install developer-toolkit@latestaiagents-agent-skills |
| DevOps/SRE | npx skills add latestaiagents/agent-skills/skills/mlops --all | /plugin install devops-sre@latestaiagents-agent-skills |
| RAG Engineer | npx skills add latestaiagents/agent-skills/skills/rag-architect --all | /plugin install rag-plugin@latestaiagents-agent-skills |
| Security Engineer | npx skills add latestaiagents/agent-skills/skills/security --all | /plugin install security-guardian@latestaiagents-agent-skills |
| QA/Testing | — | /plugin install qa-testing@latestaiagents-agent-skills |
| HR/People Ops | — | /plugin install hr-people-ops@latestaiagents-agent-skills |
Skills are instructions that teach AI agents how to handle specific tasks. After installation, your AI assistant automatically knows:
No special commands needed — skills activate automatically based on what you're doing.
Safety skills that prevent accidental data loss. Recommended for all users.
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 |
Git workflows, code intelligence, and debugging tools — 19 skills total.
npx skills add latestaiagents/agent-skills/skills/developer --all
| 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 |
| 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 |
npx claudepluginhub latestaiagents/agent-skills --plugin rag-plugin39 professional skills + 10 slash commands for AI coding agents — Git workflows, debugging, multi-agent architecture, LLMOps, and safety guardrails.
Complete application security toolkit: OWASP Top 10 protection, secure code review, vulnerability detection, secrets scanning, and security best practices for modern applications.
Complete HR and People Operations toolkit: job descriptions, recruiting, performance reviews, onboarding, policy management, and employee engagement for modern workplaces.
Complete DevOps/SRE toolkit: incident response, observability, reliability engineering, on-call management, and automation. The most comprehensive open-source DevOps plugin available.
Complete multi-agent systems toolkit: LangGraph workflows, agent orchestration patterns, supervisor hierarchies, human-in-the-loop, A2A protocols, memory systems, and production deployment.
Build Retrieval-Augmented Generation pipelines
LLM application development with RAG, embeddings, LangChain, and prompt engineering
Editorial "Agent Architect" bundle for Claude Code from Antigravity Awesome Skills.
AI/ML capabilities including prompt engineering, RAG, and chunking strategies
Efficient skill management system with progressive discovery — 410+ production-ready skills across 33+ domains
Professional AI/ML Engineering toolkit: Prompt engineering, LLM integration, RAG systems, AI safety with 12 expert plugins