Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
Use when implementing an OpenAI-backed AI capability that must return schema-bound JSON, typed objects, classifications, extraction results, or other machine-consumable responses from an approved ai-architecture.md. Produces provider SDK wiring, prompt structure, schema validation, retry and failure handling, malformed-output tests, and telemetry for latency, tokens, and validation failures. Do not use for generic model selection, AI architecture, RAG, tool calling, or agent workflow design.
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: 3b2c75f1ac26acf00844d3a85c1575ee3a4510d0e32ef0ff7640c77b09105b21
About this listing
- Category
- Engineering
- 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.