RAG & retrieval
914 rows, by stacks then stars
kjuhwa/skills-hub/skills/flutter/svg-image-asset-embedding Skill
0★ repoSelf-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.
Macos privilege scripts embedding
kjuhwa/skills-hub/skills/macos/macos-privilege-scripts-embedding Skill
0★ repoSelf-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.
knokmki612/skills/skills/serena-semantic-search Skill
0★ repoA collection of Agent Skills
knownasnaffy/prompthound/dataset/case_00060 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00159 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00237 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00485 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00851 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00990 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_00995 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_01511 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_02276 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_02335 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_02367 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_02407 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_02893 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_03015 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_03579 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_03961 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_04044 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_04697 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_04852 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_05040 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
knownasnaffy/prompthound/dataset/case_05348 Skill
no license0★ repoA fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.
lazymac2x/embedding-search-api/io.github.lazymac2x/embedding-search MCP server
no license0★ repoCloudflare Workers MCP server: embedding-search
lensetek/Digital-Marketing-Agent_Skills/capabilities/knowledge-base-rag Skill
0★ repoDigital-Marketing-Agent_Skills
lestermarch/postgres-ai-experts/skills/azpg-ai-in-database Skill
20 days old0★ repoComposable AI agents and skills for operating Azure Database for PostgreSQL Flexible Server - PostgreSQL can be used for everything.
lestermarch/postgres-ai-experts/skills/azpg-pgvector-rag Skill
20 days old0★ repoComposable AI agents and skills for operating Azure Database for PostgreSQL Flexible Server - PostgreSQL can be used for everything.
linggen/linggen-releases/io.github.linggen/linggen MCP server
no license0★ repoLocal, privacy-focused RAG service for code search via MCP. https://linggen.dev
m00kk/agent-skills-playbook/skills/rag-agent-pipeline Skill
0★ repo15 production Agent Skills — MCP, LangGraph, RAG, security, Cursor SDK. MIT licensed.
Malikasadjaved/skills/qdrant-fastapi-integration Skill
no license0★ repoProduction-grade agent skills for FastAPI, Qdrant, and WhatsApp Cloud API
mameshivaa/x-archive-rag/io.github.mameshivaa/x-archive-rag MCP server
0★ repoLocal-first MCP tools for searching and drafting from your X/Twitter archive.
marktantongco/opencodelinux/skills/ai-rag-pipeline Skill
no license0★ repoMerged opencode config + agents + accomplishments showcase — 217 skills, 17 agent profiles, 6 MCP servers, 78-server registry
Mattakushi432/Claude-Code-Skills-Custom-DevTools-Pack/plugins/devtools-pack/skills/rag-patterns Skill
0★ repoA curated pack of custom Claude Code skills for developers — installable as a Claude Code plugin marketplace.
Mattakushi432/Claude-Code-Skills-Custom-DevTools-Pack/plugins/devtools-pack/skills/vector-db-patterns Skill
0★ repoA curated pack of custom Claude Code skills for developers — installable as a Claude Code plugin marketplace.
mike623/agent-skills/skills/boardgame-rag-bot Skill
no license0★ repomikulgohil/claude-skills/skills/ai-agents/rag-retrieval Skill
0★ repoMy curated collection of Claude Code Agent Skills — 21 skills across frontend, Sitecore, AI/agents, devex fundamentals, and personal workflows.
mnox/mnox-ai/plugins/retrieval-review/skills/retrieval-review Skill
0★ repoAI utils & skills
muxammadmamajonov/dot-claude/.claude/skills/search Skill
0★ repoUniversal .claude AI Project OS — a reusable, safe, copy-into-any-project Claude Code operating system (agents, skills, commands, presets, checklists, hooks, operating-capability docs).
narenaryan/agent-skills/skills/go/go-interfaces-embedding Skill
0★ repoByte-sized agent skills for giving advanced knowledge to AI agents
NeuralMedic-DE/claude-skills/rag-eval-guardrails Skill
0★ repoVerified-gate Claude Code skills that run their checks and prove the result — by NeuralMedic. Web, accessibility, healthcare & compliance, data, IaC, Odoo.
Neznakometz/StackForge/storage/skills/rag Skill
0★ repoThin core + domain sets for a fast, stack-aware project start. Cross-agent (Claude Code, Cursor, Codex, Gemini) via the SKILL.md standard. MIT.
ortus-boxlang/skills/boxlang-modules/bx-ai/bx-ai-rag Skill
no license0★ repoBoxLang AI skills repository and Claude Plugin
payals/ai-skills-engine/dot_cursor/skills/ai-research/agent-memory-systems Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-chroma Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-engineer Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-implementation Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-pinecone Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-qdrant Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
payals/ai-skills-engine/dot_cursor/skills/ai-research/rag-sentence-transformers Skill
0★ repoComprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.
planifest/planifest-framework/planifest-framework/external-skills/rag-engineer Skill
0★ repoA specification framework for agentic development. Agents build from complete specs - not guesses.
planifest/planifest-framework/planifest-framework/external-skills/vector-database-engineer Skill
0★ repoA specification framework for agentic development. Agents build from complete specs - not guesses.
QuartzUnit/embgrep/io.github.ArkNill/embgrep MCP server
0★ repoLocal semantic search — embedding-powered grep for files, zero external services.
satishTheLegend/eval-harness-architect Skill
0★Stand up a rigorous, regression-proof evaluation harness for any LLM/agent system from zero — datasets, scorers, CI gates, and drift monitoring.
Sheshiyer/skill-clusters/skills/agent-memory-systems Skill
0★ repoHub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.
Sheshiyer/skill-clusters/skills/embedding-tauri-sidecars Skill
0★ repoHub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.
Sheshiyer/skill-clusters/skills/rag-engineer Skill
0★ repoHub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.
srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Data & AI/embedding-strategies Skill
0★ repoNative 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.
srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Data & AI/rag-architect Skill
0★ repoNative 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.
sunilgentyala/OmniRed/skills/llm-pipeline/embedding-attacks Skill
no license0★ repoOmniRed: Multi-AI offensive security skills library for Claude, ChatGPT, Gemini & Microsoft Copilot — with unique MCP, LLM-pipeline, and AI-native attack categories. By Sunil Gentyala, Independent Researcher.