Adaptive design interview — spawns design-discussant to gather decisions via one-question-at-a-time questioning. Writes D-XX decisions to STATE.md block.
EnglishIterative rubric-based evaluation and self-improvement loop. Builds a scoring rubric interactively, evaluates an artifact with multiple models in parallel (Codex, Gemini, Claude), then autonomously improves the artifact one criterion at a time until a score threshold is met or circuit breaker fires.
English"/mirror", "mirror back", "echo back", "다시 설명해줘", "이해한 거 맞아?", "내가 뭘 원하는지 말해봐", "확인해줘", "paraphrase this", "너가 이해한 거 설명해봘", "what did I…
Korean
AGENT SKILLS ATLASIncludes Gdd Discuss and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Gdd Discuss
Adaptive design interview — spawns design-discussant to gather decisions via one-question-at-a-time questioning. Writes D-XX decisions to STATE.md block.
Rulph
Iterative rubric-based evaluation and self-improvement loop. Builds a scoring rubric interactively, evaluates an artifact with multiple models in parallel (Codex, Gemini, Claude), then autonomously improves the artifact one criterion at a time until a score threshold is met or circuit breaker fires. "/rulph", "rubric evaluate", "rubric score", "multi-model evaluate", "score and improve", "evaluate and iterate", "grade this", "루브릭 루프", "채점 루프", "자율 개선", "개선 루프", "루브릭 평가"
Mirror
"/mirror", "mirror back", "echo back", "다시 설명해줘", "이해한 거 맞아?", "내가 뭘 원하는지 말해봐", "확인해줘", "paraphrase this", "너가 이해한 거 설명해봘", "what did I ask?"
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Gdd Discuss skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.