repo-intake-and-plan
初始化任务管理和记忆系统,统一展示工作面板,快速启动新工作会话并自动加载上下文
npx skills add lllllllama/ai-paper-reproduction-skill --skill repo-intake-and-planBefore / After 效果对比
1 组每次开始工作需要手动打开多个工具和文档,回忆上次的工作进度,整理待办事项,建立上下文需要 15-20 分钟
运行命令自动初始化工作环境,加载历史记忆和任务状态,在统一面板中展示所有信息,2 分钟内进入工作状态
description SKILL.md
repo-intake-and-plan
repo-intake-and-plan
When to apply
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At the beginning of README-first reproduction work.
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When the main skill needs a fast map of repo structure and documented commands.
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When inference, evaluation, and training candidates must be classified conservatively.
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When the user explicitly wants to inspect the repo first and not run anything yet.
When not to apply
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When execution has already started and the task is now about running commands or writing outputs.
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When the target is not a repository-backed reproduction task.
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When the user only wants paper interpretation without repo inspection.
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When the user already has a selected documented command and only needs setup or execution.
Clear boundaries
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This skill scans and plans.
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It does not install environments.
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It does not prepare large assets.
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It does not execute substantive reproduction commands.
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It does not decide high-risk patching.
Input expectations
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Target repository path.
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Access to README and common project files if present.
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Optional user hints about desired priority, such as inference-first.
Output expectations
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concise repo structure summary
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documented command inventory
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inferred candidate categories: inference, evaluation, training, other
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minimum trustworthy reproduction recommendation
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notable ambiguity or risk list
Notes
Use references/repo-scan-rules.md and helper scripts under scripts/.
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