FreeSkills
Commits, branches and sync with the but CLI
- 361361 downloads
- 198198 likes
- 103103 saves
Works with
- Claude Code
- Codex
- Cursor
- and 3 more
Implementing a RAG system v1.0.0
Use this resource to set up a RAG system from design to evaluation
New
- 398 downloads
- 230 likes
- 173 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install rag-implementation-workflowWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent works through eight phases, from requirements analysis to evaluation: embedding selection, vector database setup, chunking strategy, retrieval tuning, LLM integration and caching. At each phase it names the related skills to invoke. You get a full roadmap for your project.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: eight phases, from requirements analysis to evaluation
- SKILL.md: related skills to invoke at each phase
Good fit for
- You are building semantic search over your documents
- You are building an assistant that answers from your knowledge base
Not for
Tags
- rag
- embeddings
- retrieval
About
You say
“Walk me through setting up a RAG over our internal documentation.”
Skill published by sickn33 under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to set up a RAG system from design to evaluation
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md5.3 KB
Origin and licence
Listed unmodified
- Author
- sickn33
- Source
- github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/rag-implementation
- Licence
- MIT
Notice
« rag-implementation » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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