Knowledge skills

RAG and knowledge base skills for AI agents.

Find skills for document ingestion, chunking, embeddings, retrieval, source citation, semantic search, and grounded agent answers.

Built for builders searching for RAG, retrieval, knowledge base, embedding, and document ingestion skills for agents.

Matched

6

Stars

324K

Workflow

Retrieve

Data

Docs

Agent jobs

Start from a real workflow, not a keyword.

These pages are built for high-intent search and for agents that need a structured shortlist with install commands, trust signals, audit links, and real outcome evidence before installing third-party code.

01

Build a RAG knowledge base over product docs

02

Crawl documentation and prepare searchable markdown

03

Retrieve relevant source passages before answering

04

Compare embedding, indexing, and retrieval options

Ranked shortlist

High-signal skills to inspect first.

Open best list
42K stars

Data framework for building RAG and knowledge workflows around agent tasks.

100

Quality

79

Trust

—

Proven

RAGJun 1, 2026 pushMITNeeds first agent run
$ npx skills add run-llama/llama_index
80K stars

Convert PDFs, Office documents, and web files into clean markdown for agents.

100

Quality

79

Trust

—

Proven

Document ProcessingJun 1, 2026 pushMITNeeds first agent run
$ npx skills add microsoft/markitdown
34K stars

Turn websites into clean markdown or structured data for retrieval and agents.

100

Quality

80

Trust

—

Proven

Web ScrapingJun 1, 2026 pushAGPL-3.0Needs first agent run
$ npx skills add mendableai/firecrawl
163K stars

Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

100

Quality

97

Trust

77

Proven

design-creativeJul 17, 2026 pushSource terms (see LICENSE.txt)Promising agent evidence
$ npx skills add anthropics/skills --skill canvas-design
2.6K stars

Rank recent market-moving news and explain likely effects on equities, commodities, monetary policy, and earnings.

100

Quality

79

Trust

—

Proven

FinanceAug 10, 2026 pushMITNeeds first agent run
$ npx -y skills add tradermonty/claude-trading-skills --skill market-news-analyst
2.6K stars

Research a US equity across fundamentals, valuation, technical context, peers, and current market data.

100

Quality

81

Trust

—

Proven

FinanceAug 10, 2026 pushMITNeeds first agent run
$ npx -y skills add tradermonty/claude-trading-skills --skill us-stock-analysis

Evaluation

How to choose the right skill.

Preserves source URLs and citation metadata

Separates ingestion, retrieval, and generation steps

Documents chunking and evaluation assumptions

Can be tested against a known question set

Questions

What should an agent check before using a RAG skill?

Check source preservation, retrieval quality, chunking strategy, supported data stores, and whether the workflow can cite evidence.

Are RAG skills different from document parsing skills?

Yes. Document parsing prepares clean text or tables; RAG skills usually add indexing, retrieval, and source-grounded answer workflows.