Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use this when: design an AI system, RAG vs fine-tuning, my agent keeps looping, architect a multi-agent system, which LLM should I use, context window keeps overflowing, add guardrails to an agent, build a production AI app, reduce AI inference cost, evaluate my AI pipeline, my agent calls the wrong tools, budget tokens for context, design agent memory, when to use MCP, pick a vector store, set up LLM-as-judge evaluation, agent architecture review
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
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: c42b353650331a1a1221fbfa09e01702b5bf48bc9f6714b5b4765abfd4f64fff
About this listing
- Category
- Engineering
- Reported license
- Not specified
- 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.