WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs. Trigger: module plan, tutorial modules, course outline, 模块规划, moduleplan.yml. Use when: tutorial 的 C2，已有 outline/conceptgraph.yml，需要把 concept DAG 收敛成模块顺序。 Skip if: 还没有 concept graph。 Network: none. Guardrail…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when a tutorial module plan exists and the run needs an auditable module-to-source grounding file before prose. Trigger: module coverage, source coverage, tutorial grounding, 模块覆盖, 来源覆盖. Use when: source-tutorial 的 C2，已有 outline/moduleplan.yml，需要确认每个模块都能回指到 sources。 Skip if: module plan 或 source ingest 不完整。…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
A comparison table for checking how a paper’s contributions differ from earlier related work.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" stems and reduce repeated opener cadences across H3s. Trigger: opener variator, opener rewrite, rewrite openers, overview opener, 开头改写, 小节开头, 去overview, 去旁白.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC 6–8 H2, fewer thicker H3. Trigger: outline budget, merge sections, too many sections, H3 explosion, 大纲预算, 合并小节, 大纲太碎. Use when: outline/outline.yml exists but would produce thin sections (too many H2/H3); before…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Convert a taxonomy (outline/taxonomy.yml) into a bullet-only outline (outline/outline.yml) with sections/subsections. Trigger: outline builder, bullet outline, outline.yml, 大纲生成, bullets-only. Use when: structure 阶段（NO PROSE），已有 taxonomy，需要生成可映射/可写作的章节与小节骨架（每小节≥3 bullets）。 Skip if: 已经有批准过且可映射的 outline（避免无意义 churn）。…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Planner-pass coverage + redundancy report for an outline+mapping, producing outline/coveragereport.md and outline/outlinestate.jsonl. Trigger: planner, dynamic outline, outline refinement, coverage report, 大纲迭代, 覆盖率报告. Use when: you have outline/outline.yml + outline/mapping.tsv and want a verifiable, NO-PROSE planner…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Write structured notes for each paper in the core set into papers/papernotes.jsonl (summary/method/results/limitations). Trigger: paper notes, structured notes, reading notes, 论文笔记, papernotes.jsonl. Use when: survey 的 evidence 阶段（C3），已有 papers/coreset.csv（以及可选 fulltext），需要为后续 claims/citations/writing 准备可引用证据。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Deterministically compact final H3 bodies to the active delivery profile's paragraph budget without deleting prose or changing citation-block order. Trigger: paragraph compaction, paragraph budget, compact H3, 段落压缩, 段落预算. Use when: H3 section files have passed logic polish and must converge before the final argument…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Download PDFs (when available) and extract plain text to support full-text evidence, writing papers/fulltextindex.jsonl and papers/fulltext/.txt. Trigger: PDF download, fulltext, extract text, papers/pdfs, 全文抽取, 下载PDF. Use when: queries.md 设置 evidencemode: fulltext（或你明确需要全文证据）并希望为 paper notes/claims 提供更强 evidence。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Audit/regression checks for the evidence-first survey pipeline: citation health, per-section coverage, placeholder leakage, and template repetition. Trigger: auditor, audit, regression test, quality report, 审计, 回归测试. Use when: output/DRAFT.md exists and you want a deterministic PASS/FAIL report before LaTeX/PDF.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Route an unbound research Goal to one Workflow or materialize its initial C0 kickoff block; use during initial binding, not for later checkpoint summaries or approval.