Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
turn a natural-language request into a governed internal json prompt, choose an appropriate control mode, apply first-principles decomposition when needed, run stage-specific reviews, and produce either a final answer or a reviewed downstream JSON prompt package. use for chinese-first prompt engineering workflows such as writing, rewriting, summarizing, analysis, planning, q&a, prompt audit, prompt upgrade, or whenever the user asks to structure a request, generate a json prompt, refine a prompt, or hand off a reviewed prompt artifact to another model.
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: 2b5cdf8e4a88626f24173a5e4d9accd5dbac17c5a0986a68b661680d74195dc8
About 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.