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Reusable instructions for compatible AI agents.
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Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper pipeline\", \"从报告到PDF\", \"paper writing\", o...
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from a reviewer's perspective, CC reviews feasibility and implements.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete rese...
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says \"write grant\", \"grant ...
管理与Codex的协作流程，包括深度分析、复杂逻辑设计、代码审查等。当任务需要深度推理、>10行核心逻辑设计或质量审查时使用。
Agent skill for ML / AI Engineer, Backend Developer, Data Engineer, published by boshu2. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Backend Developer, Product Manager, published by tianguzhe. Project details and file access are provided by the publisher.
Agent skill for DevOps / SRE, Backend Developer, published by boshu2. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Researcher, Product Manager, published by Cody-W-Tucker. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Researcher, Product Manager, published by wanshuiyin. Project details and file access are provided by the publisher.
Agent skill for Game Developer, Frontend Developer, UX Designer, published by notque. Project details and file access are provided by the publisher.
Agent skill for Researcher, Data Scientist, Product Manager, published by brycewang-stanford. Project details and file access are provided by the publisher.
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