论文研究全流程协作——选题探索、文献搜索、综述写作、案例证据搜集、论文写作、学术审查。 使用场景：用户想写论文、选题探索、搜文献、写综述、搜集案例材料、整理数据、检查引用， 或说"帮我研究..."、"我想写一篇关于..."、"帮我找文献"、"做案例分析"、"/paperpilot"。 面向人文社科（经济学、管理学、公共政策等）的案例分析与学术论文。
PaperPilot 的底层联网能力层。所有联网操作（搜索、网页抓取、文件下载、登录后操作）统一由此 skill 调度。 各阶段 skill（选题/文献/数据/写作）通过声明搜索意图调用本 skill，本 skill 负责通道选择和实际执行。
Evidence collection — use when the user wants to locate data sources, collect case evidence, validate data availability, clean datasets, or organize non-academic research materials. Looks for variable requirements and research object in research_proposal.md;…
Manuscript assembly — use when the user wants to write or revise any section of the paper, integrate upstream results into a draft, or produce a complete manuscript. Looks for research question and through-line in research_proposal.md (sections 二/三),…
Integrity audit — use when the user wants to verify citations, check that numbers in the paper match analysis output, detect AI writing patterns, or audit data-to-paper traceability. Looks for paper file at paper/main.tex; asks user for path if absent.
Synthesis — use when the user wants to write a literature review section, identify themes and debates across papers, map research gaps, or organize existing papers into a coherent argument. Looks for paper list in paper_search.md; accepts user-supplied…
Paper search — use when the user wants to find academic literature, build a reference list, verify citations exist, or needs reference expansion from anchor papers. Looks for research direction in research_proposal.md; asks if absent. literature-review reads…
Diverge-converge ideation — use when the user wants to explore a research direction, find a topic, brainstorm from a trigger, or crystallise a vague interest into a research proposal. Also use when another skill needs a research question and none exists yet.