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RAG and knowledge workflow skills

Use these skills to ingest documents, index knowledge, retrieve relevant context, and make agents better at answering with grounded sources.

Try this task

I need my agent to build a RAG workflow over documents and retrieve reliable context.

18
Matched
18
Strong trust
18
Install ready
2
Auto allowed
18
500+ stars

Agent should be able to

  • +Chunk documents
  • +Create embeddings
  • +Retrieve and cite relevant passages

Resolve

Let the agent pick

Returns the best skill, alternatives, install handoff, risk summary, and safety gate.

Text plan

LLM-readable output

Plain text version for Codex, Claude Code, Cursor, and custom agent runtimes.

Browse

Human shortlist

Open the filtered registry view for this workflow and compare candidates manually.

Recommended workflow

Turn this use case into a workflow

Workflow map

What to build with these skills

01

Index documents

02

Search a knowledge base

03

Summarize source material

04

Ground answers in retrieved context

Best first installs

Start with high-signal skills

18 matched skills

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

42K stars81 trust89 auditREVIEWED

Install

Human review before install

Risk

Safe to try

Agent fit

Claude Code + OpenAI Agents

Updated

Jun 1, 2026

$ npx skills add run-llama/llama_index

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

163K stars89 trust91 auditREVIEWED

Install

Agent install candidate

Risk

Safe to try

Agent fit

Claude Code + OpenAI Agents

Updated

Jul 17, 2026

$ npx skills add anthropics/skills --skill canvas-design

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

80K stars81 trust89 auditREVIEWED

Install

Human review before install

Risk

Safe to try

Agent fit

Claude Code + OpenAI Agents

Updated

Jun 1, 2026

$ npx skills add microsoft/markitdown

Skill shortlist

More options for this use case

Browse full marketplace

Firecrawl

Web ScrapingResearch

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

Review before production · Review the audit page, then allow agent install in a sandboxed workflow.

34K stars82 trust89 audit73 safety

Equity Research Earnings Analysis

FinanceResearch

Create a structured post-earnings equity research update with key metrics, estimate changes, charts, and thesis review.

Review before production · Require human approval before installing into a real workspace.

34K stars85 trust92 audit80 safety

Web Design Guidelines

design-creativeResearch

Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.

Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.

29K stars90 trust92 audit80 safety

Vectorbt

FinanceFinance

Fast quantitative research and backtesting workflows for financial agents.

Review before production · Require human approval before installing into a real workspace.

5.4K stars77 trust87 audit75 safety

Crawl4AI

Web ScrapingResearch

Open-source LLM-friendly web crawler and scraper for agent workflows.

Review before production · Review the audit page, then allow agent install in a sandboxed workflow.

66K stars82 trust89 audit73 safety

OpenBB

FinanceFinance

Open-source investment research platform for financial analysis agents.

Review before production · Require human approval before installing into a real workspace.

46K stars78 trust87 audit75 safety

Last30days Skill

ResearchResearch

Research recent cross-source changes across Reddit, X, YouTube, Hacker News, and the web.

Review before production · Review the audit page, then allow agent install in a sandboxed workflow.

43K stars80 trust88 audit76 safety

Frontend Design

design-creativeDesign

Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.

Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.

163K stars90 trust92 audit80 safety

Webapp Testing

browser-automationCoding

Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.

Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.

163K stars88 trust91 audit75 safety

Portfolio Monitoring

FinanceFinance

Review portfolio-company financial packages, flag variance to plan, and prepare monitored KPI summaries.

Review before production · Require human approval before installing into a real workspace.

34K stars84 trust91 audit75 safety

Taste Skill: Anti-Slop Frontend

design-creativeDesign

Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful redesigns.

Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

66K stars93 trust94 audit90 safety

Anthropic Brand Guidelines

design-creativeDesign

Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related artifacts.

Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.

163K stars90 trust92 audit80 safety

Vercel React Best Practices

coding-agentsCoding

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

Low metadata risk · Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

29K stars93 trust94 audit90 safety

Serenity Skill

FinanceFinance

Stock analysis skill for market research and financial reasoning workflows.

Review before production · Require human approval before installing into a real workspace.

12K stars78 trust87 audit75 safety

Deploy to Vercel

devopsCoding

Deploy applications and websites to Vercel, including preview deployments and shareable deployment links.

Low metadata risk · Review the audit page, then allow agent install in a sandboxed workflow.

29K stars90 trust92 audit80 safety

FAQ

How to choose skills for this workflow

These answers are written for both human builders and agents consuming the Registry API.

What are the best AI agent skills for rag and knowledge?

Start by comparing LlamaIndex, Canvas Design, MarkItDown. OpenAgentSkill ranks them by workflow fit, GitHub adoption, trust score, safety gate, and install readiness.

Can an AI agent use this page directly?

Yes. Use the linked Registry API prompt to query /api/skills/search with the task: "I need my agent to build a RAG workflow over documents and retrieve reliable context." and retrieve install handoff links for the top results.

Should I install every recommended skill?

No. Start with the highest-fit skill, test it in a sandbox workflow, and add companion skills only when the task needs extra coverage.