Individual skill
ccf-literature-searcher
Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to ccf-literature-monitor; existing-citation audits, manuscript assessment, and result schemas have separate owners.
ccf-literature-searcher/SKILL.md
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- Yes
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- Yes
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 3,498
- Repository last updated
- Oct 31, 2026
- License
- MIT
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- research Derived category
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# CCF Literature Searcher
## Preflight And Scope
Apply [ccf-humanization](../ccf-humanization/SKILL.md) first, then [ccf-common](../ccf-common/SKILL.md); reuse active applicable rules. Handoff mode remains **PARTIAL** under metadata and Common's [handoff rules](../ccf-common/references/handoff-modes.md). This owner finds literature, prior art, datasets, benchmarks, citation candidates and opportunity maps. Recent-paper/competitor watch belongs to `ccf-literature-monitor`; judgment, drafting and existing-citation audits retain their respective owners.
Before browsing, apply [privacy-and-evidence.md](../ccf-common/references/privacy-and-evidence.md). Convert private research into public-safe terms rather than copying draft sentences or unpublished results into queries. Preserve no-browsing and supplied-evidence-only limits. Apply shared source exclusions, including default MDPI exclusion; a named user-directed source is a scoped exception, not permission for unrelated recommendations. Keep routine screening internal.
Use Common's [task modes](../ccf-common/references/task-modes.md): exploratory for direction/opportunity scouting, quick for a small lookup, standard for substantial related-work/novelty/benchmark retrieval. A helper's scope does not become a full standalone search merely because another skill will use it. The user's requested breadth wins; planning ranges are not quotas.
## Retrieve And Verify
Read [search-and-scoring.md](references/search-and-scoring.md) for source roles, query/reuse strategy, taxonomy, relevant scoring anchors and standalone search guidance. Ground substantive claims in inspected original papers or primary artifacts. Indexes and stable landing pages establish identity; snippets, citation counts, institutional prestige and awards do not establish scientific findings. Include relevant technical reports, conference/journal papers and arXiv originals according to their content, version and status.