Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Retrieval-augmented generation discipline. Semantic chunking with hierarchy, hybrid retrieval (BM25 + dense + rerank), citation discipline, refusal paths, eval-driven iteration, freshness handling. Contains chunking helper, hybrid-retrieval pseudocode, citation verifier. Use when designing a RAG pipeline or auditing one that returns wrong or hallucinated answers.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Automated security scan: Unavailable
HTTP 404
About scan coverage and limitationsAbout this listing
- Category
- General
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.