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Systematic literature survey for a research topic. Triggers on "survey the literature", "文献调研", "find papers about", "what's been done on", "literature review", "related work for".
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
Unified document archival — covers both agent-facing knowhow (env setup, debug, infra, runbooks) and human-facing docs (design, guides, README, changelog). Triggers on: "update docs", "更新文档", "写 README", "记下来", "归档", "save this", "update knowhow", or after a <knowhow-hint> prompt. Also triggers when conversation context implies documentation should be created or updated.
Alias for /update-docs (knowhow branch). Use when user says '记下来', '归档', 'save this', or after a <knowhow-hint> prompt. Routes to the unified /update-docs workflow with knowhow branch auto-selected.
Use when an experiment has completed and results need analysis, interpretation, or presentation. Triggers on "analyze results", "分析实验", "interpret experiment", "what did exp find", "run analysis".
Use when creating git commits, updating CHANGELOG.md, committing across nested repos, or generating weekly progress summaries. Triggers on "commit", "提交", "changelog", "weekly summary", "周报", "write commit message".
Use when setting up a new project (general or research) or when .pipeline-state.json is missing. Triggers on "init project", "初始化项目", "set up labmate", "first time setup", "initialize".
Check experiment status and diagnose failures via exp-manager. Triggers on "check status", "看看实验", "how's the run", "any failures", "is it done", "monitor experiment", "experiment status".
SOC 직업 분류 기준
| name | survey-literature |
| description | Systematic literature survey for a research topic. Triggers on "survey the literature", "文献调研", "find papers about", "what's been done on", "literature review", "related work for". |
| disable-model-invocation | true |
Systematically search and synthesize relevant literature for a research question. Outputs a structured survey document.
When this skill is invoked with <topic>:
Read the following files if they exist (skip silently if not found):
docs/papers/landscape.md — user's existing literature mapexp/summary.md — user's experiment historyInvoke @domain-expert with this prompt:
Mode 5: Literature Survey
Research question: {topic}
Research context:
- Literature landscape: {landscape.md content or "not available"}
- Experiment history: {exp/summary.md content or "not available"}
Execute your full survey pipeline: Scope → Search → Filter → Synthesize → Output → Update landscape.md. Write the survey to
docs/papers/{slugified-topic}-survey.md.
After domain-expert completes, tell the user:
/read-paper to deep-dive any paper from this survey."