229 of these skill files have been read, by 199 distinct authors, and what they tell an agent counted. What RAG & retrieval authors agree on, and what they forbid

• 841

  Ai rag defense

  ebarti/skills/ai-rag-defense · Skill

  0★ repo

  📚 Agent skills distilled from technical books — AI Engineering, Context Engineering, Designing Data-Intensive Applications, and more. Agent-agnostic, plain Markdown. Give your AI agent a bookshelf.

• 842

  Search

  muxammadmamajonov/dot-claude/.claude/skills/search · Skill

  0★ repo

  Universal .claude AI Project OS — a reusable, safe, copy-into-any-project Claude Code operating system (agents, skills, commands, presets, checklists, hooks, operating-capability docs).

• 843

  Rag security review

  fevziegeyurtsevenler/llm-security-skills/skills/rag-security-review · Skill

  0★ repo

  Agent Skills that turn your AI coding agent into an LLM security reviewer — prompt-injection testing, OWASP LLM Top 10 audits, MCP & RAG review, KVKK/PII checks. English + Turkish.

• 844

  Rag architect

  DROOdotFOO/agent-skills/skills/rag-architect · Skill

  0★ repo

  Agent skills, autonomous agents, and MCP-companions for programming

• 845

  Java spring ai

  limited-grisaille833/claude-java-plugins/plugins/java-spring/skills/java-spring-ai · Skill

  no license0★ repo

  Boost Claude Code with Java plugins for Java 8–21 projects, including core, Spring, and quality checks tailored to your target version

• 846

  Rag engineer

  planifest/planifest-framework/planifest-framework/external-skills/rag-engineer · Skill

  0★ repo

  A specification framework for agentic development. Agents build from complete specs - not guesses.

• 847

  Vector database engineer

  planifest/planifest-framework/planifest-framework/external-skills/vector-database-engineer · Skill

  0★ repo

  A specification framework for agentic development. Agents build from complete specs - not guesses.

• 848

  Cloudflare vectorize

  VRIL-LABS/skill-jam/skills/ai-ml/claude-skills-main/claude-skills-main/plugins/cloudflare-vectorize/skills/cloudflare-vectorize · Skill

  no license0★ repo

  Welcome to the skill-jam ☄️🏀

• 849

  Google gemini embeddings

  VRIL-LABS/skill-jam/skills/ai-ml/claude-skills-main/claude-skills-main/plugins/google-gemini-embeddings/skills/google-gemini-embeddings · Skill

  no license0★ repo

  Welcome to the skill-jam ☄️🏀

• 850

  Inference sh skills ai rag pipeline 1.0.2

  VRIL-LABS/skill-jam/skills/ai-ml/inference-sh-skills-ai-rag-pipeline-1.0.2 · Skill

  no license0★ repo

  Welcome to the skill-jam ☄️🏀

• 851

  Ai rag pipeline

  VRIL-LABS/skill-jam/skills/ai-ml/skills-main/skills-main/tools/llm/ai-rag-pipeline · Skill

  no license0★ repo

  Welcome to the skill-jam ☄️🏀

• 852

  Spring ai

  iceflower/agent-skills/spring-ai · Skill

  0★ repo

  Agent Skills 오픈 표준 기반 AI 코딩 에이전트용 스킬 컬렉션 (Java, Kotlin, Spring, NestJS, K8s, Terraform, GraphQL, gRPC, OpenTelemetry, a11y, i18n 등 60개)

• 853

  Llm app engineering

  SWEStash/swe-workflow-skills/plugins/ai/skills/llm-app-engineering · Skill

  0★ repo

  A comprehensive SWE workflow, encoded. Might be useful to you too.

• 854

  Llm app engineering

  SWEStash/swe-workflow-skills/skills/llm-app-engineering · Skill

  0★ repo

  A comprehensive SWE workflow, encoded. Might be useful to you too.

• 855

  Agent platform rag engine management

  h3y6e/agent-skills/.vendor/skills/agent-platform-rag-engine-management · Skill

  0★ repo

  my agent skills

• 856

  Go interfaces embedding

  narenaryan/agent-skills/skills/go/go-interfaces-embedding · Skill

  0★ repo

  Byte-sized agent skills for giving advanced knowledge to AI agents

• 857

  Qdrant fastapi integration

  Malikasadjaved/skills/qdrant-fastapi-integration · Skill

  no license0★ repo

  Production-grade agent skills for FastAPI, Qdrant, and WhatsApp Cloud API

• 858

  Kafka consumer semaphore chunking

  kjuhwa/skills-hub/skills/backend/kafka-consumer-semaphore-chunking · Skill

  0★ repo

  Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.

• 859

  Content type info metadata embedding

  kjuhwa/skills-hub/skills/data/content-type-info-metadata-embedding · Skill

  0★ repo

  Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.

• 860

  Svg image asset embedding

  kjuhwa/skills-hub/skills/flutter/svg-image-asset-embedding · Skill

  0★ repo

  Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.

• 861

  Macos privilege scripts embedding

  kjuhwa/skills-hub/skills/macos/macos-privilege-scripts-embedding · Skill

  0★ repo

  Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.

• 862

  Chroma

  fengluisobel/ask-dongfeng-hermes/optional-skills/mlops/chroma · Skill

  0★ repo

  Hermes Agent distribution with Ask DongFeng bundled as a built-in control-loop framework skill

• 863

  Pinecone

  fengluisobel/ask-dongfeng-hermes/optional-skills/mlops/pinecone · Skill

  0★ repo

  Hermes Agent distribution with Ask DongFeng bundled as a built-in control-loop framework skill

• 864

  Qdrant

  fengluisobel/ask-dongfeng-hermes/optional-skills/mlops/qdrant · Skill

  0★ repo

  Hermes Agent distribution with Ask DongFeng bundled as a built-in control-loop framework skill

• 865

  Chunking strategy

  kenantang/codex-and-claude-skills/collected-academic-research-skills/sources/pur3v4d3r__pur3-pkb-codebase/.claude/skills/chunking-strategy · Skill

  no license0★ repo

  Generated by Codex. Read with caution.

• 866

  Rag

  kenantang/codex-and-claude-skills/collected-academic-research-skills/sources/pur3v4d3r__pur3-pkb-codebase/.claude/skills/rag · Skill

  no license0★ repo

  Generated by Codex. Read with caution.

• 867

  Serena semantic search

  knokmki612/skills/skills/serena-semantic-search · Skill

  0★ repo

  A collection of Agent Skills

• 868

  Techtide knowledge ingestion guardrail review

  TechTideOhio/techtide-harness-kit/skills/techtide/techtide-knowledge-ingestion-guardrail-review · Skill

  0★ repo

  Trust contracts for AI agent skills: JSON Schema risk tiers, tool permissions, deny-by-default egress, approval gates, prompt-injection fixtures, ~28 CI validation gates. Apache-2.0.

• 869

  Ai rag pipeline

  marktantongco/opencodelinux/skills/ai-rag-pipeline · Skill

  no license0★ repo

  Merged opencode config + agents + accomplishments showcase — 217 skills, 17 agent profiles, 6 MCP servers, 78-server registry

• 870

  Embedding strategies

  AravindS-Wick/aravindhan-skills/skills/library/embedding-strategies · Skill

  no license0★ repo

  148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

• 871

  Rag engineer

  AravindS-Wick/aravindhan-skills/skills/library/rag-engineer · Skill

  no license0★ repo

  148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

• 872

  Rag implementation

  AravindS-Wick/aravindhan-skills/skills/library/rag-implementation · Skill

  no license0★ repo

  148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

• 873

  Vector database engineer

  AravindS-Wick/aravindhan-skills/skills/library/vector-database-engineer · Skill

  no license0★ repo

  148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

• 874

  Rag agent pipeline

  m00kk/agent-skills-playbook/skills/rag-agent-pipeline · Skill

  0★ repo

  15 production Agent Skills — MCP, LangGraph, RAG, security, Cursor SDK. MIT licensed.

• 875

  Langchain rag

  JordanChoo/acfs-agent-skills/langchain-rag · Skill

  no license0★ repo

  Agent Flywheel Coding Skills

• 876

  Wiki retrieve

  aidehua08/codex-obsdian/plugins/codex-obsdian/skills/wiki-retrieve · Skill

  0★ repo

  Codex-native full core port of claude-obsidian: Obsidian wiki memory, source ingest, hybrid retrieval, locks, DragonScale utilities, canvas, lint, fold, and skills.

• 877

  Wiki retrieve

  aidehua08/codex-obsdian/skills/wiki-retrieve · Skill

  0★ repo

  Codex-native full core port of claude-obsidian: Obsidian wiki memory, source ingest, hybrid retrieval, locks, DragonScale utilities, canvas, lint, fold, and skills.

• 878

  Knowledge base rag

  lensetek/Digital-Marketing-Agent_Skills/capabilities/knowledge-base-rag · Skill

  0★ repo

  Digital-Marketing-Agent_Skills

• 879

  Rag

  Neznakometz/StackForge/storage/skills/rag · Skill

  0★ repo

  Thin core + domain sets for a fast, stack-aware project start. Cross-agent (Claude Code, Cursor, Codex, Gemini) via the SKILL.md standard. MIT.

• 880

  Recsys pipeline architect

  goharabbas321/zeoel/skills/recsys-pipeline-architect · Skill

  no license0★ repo

  Zeoel-AI is a production-grade, multi-agent SaaS software engineering agency. Instead of single, fragile LLM prompts that lose context, Zeoel-AI coordinates a complete team of 33 specialized agents (UX designers, database architects, systems engineers, security auditors, QA engineers, etc.) to brainstorm, plan, build, and verify entire software.

• 881

  Rag retrieval

  mikulgohil/claude-skills/skills/ai-agents/rag-retrieval · Skill

  0★ repo

  My curated collection of Claude Code Agent Skills — 21 skills across frontend, Sitecore, AI/agents, devex fundamentals, and personal workflows.

• 882

  Chroma mcp

  0xgetz/xi-agent-skills/mcp-skills/chroma-mcp · Skill

  no license0★ repo

  Skills and connected MCP server documentation exported from my agent.

• 883

  Pinecone mcp

  0xgetz/xi-agent-skills/mcp-skills/pinecone-mcp · Skill

  no license0★ repo

  Skills and connected MCP server documentation exported from my agent.

• 884

  Qdrant mcp

  0xgetz/xi-agent-skills/mcp-skills/qdrant-mcp · Skill

  no license0★ repo

  Skills and connected MCP server documentation exported from my agent.

• 885

  Everything seo

  balacodeio/balakit/skills/everything-seo · Skill

  0★ repo

  Opinionated, cross-agent rules and skills for AI coding agents — one npx install into Cursor, Claude Code, Codex, OpenCode & Copilot.

• 886

  Everything seo

  balacodeio/balakit/.cursor/skills/everything-seo · Skill

  0★ repo

  Opinionated, cross-agent rules and skills for AI coding agents — one npx install into Cursor, Claude Code, Codex, OpenCode & Copilot.

• 887

  Embedding strategies

  srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Data & AI/embedding-strategies · Skill

  0★ repo

  Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.

• 888

  Rag architect

  srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Data & AI/rag-architect · Skill

  0★ repo

  Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.

• 889

  Case 00060

  knownasnaffy/prompthound/dataset/case_00060 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 890

  Case 00159

  knownasnaffy/prompthound/dataset/case_00159 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 891

  Case 00237

  knownasnaffy/prompthound/dataset/case_00237 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 892

  Case 00485

  knownasnaffy/prompthound/dataset/case_00485 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 893

  Case 00851

  knownasnaffy/prompthound/dataset/case_00851 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 894

  Case 00990

  knownasnaffy/prompthound/dataset/case_00990 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 895

  Case 00995

  knownasnaffy/prompthound/dataset/case_00995 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 896

  Case 01511

  knownasnaffy/prompthound/dataset/case_01511 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 897

  Case 02276

  knownasnaffy/prompthound/dataset/case_02276 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 898

  Case 02335

  knownasnaffy/prompthound/dataset/case_02335 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 899

  Case 02367

  knownasnaffy/prompthound/dataset/case_02367 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

• 900

  Case 02407

  knownasnaffy/prompthound/dataset/case_02407 · Skill

  no license0★ repo

  A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.