WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Internal template for creating or refactoring a skill into the repository's reference-first shape. Trigger: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. Use when: you need a lean SKILL.md, explicit references/, machine-readable assets/, and a minimal deterministic…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Download a small corpus of open-access arXiv survey/review PDFs about agentic systems and extract text for style learning. Trigger: agent survey corpus, ref corpus, download surveys, 学习综述写法, 下载 survey. Use when: you want to study how real agent surveys structure sections (6–8 H2), size subsections, and write…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete numbers/benchmarks/limitations instead of generic summaries. Trigger: anchor sheet, anchor facts, numeric anchors, evidence hooks, 写作锚点, 数字锚点, 证据钩子. Use when: outline/evidencedrafts.jsonl exists and you…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys. Trigger: appendix tables, publishable tables, survey tables, reader tables, 附录表格, 可发表表格, 综述表格. Use when: you have C4 artifacts (evidence packs + anchor sheet +…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Build a final, machine-readable argument snapshot from current H3 sections and refresh section fingerprints before merge. Trigger: argument snapshot, section ledger, consistency contract, final section manifest, 论证快照, 一致性契约. Use when: section-level mutations are complete and the merge needs a current argument ledger…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing output/CONTRACTREPORT.md; use for mid-Run coverage snapshots or final delivery completeness, not deep provenance integrity.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Retrieve paper metadata from arXiv using keyword queries and save results as JSONL (papers/papersraw.jsonl). Trigger: arXiv, arxiv, paper search, metadata retrieval, 文献检索, 论文检索, 拉取元数据, 离线导入. Use when: 需要一个初始论文集合（survey/snapshot 的 Stage C1），来源为 arXiv（在线检索或离线导入 export）。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Compile the Beamer tutorial deck and write a build report. Trigger: beamer compile, slides compile, tutorial slides pdf, 编译幻灯片, beamer pdf. Use when: source-tutorial 的 C4，已有 latex/slides/main.tex，需要输出 latex/slides/main.pdf 和编译报告。 Skip if: slides scaffold 还没完成。 Network: none. Guardrail: 编译失败也要落盘可读报告，不能只返回报错。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Generate a Beamer slide deck from the final tutorial and approved module structure. Trigger: beamer scaffold, slides from tutorial, tutorial slides, 生成 beamer, 教程幻灯片. Use when: source-tutorial 的 C4，需要把 output/TUTORIAL.md 转成可编译的 latex/slides/main.tex。 Skip if: 还没有 tutorial 正文。 Network: none. Guardrail: slides 不能只是机械…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when evidence-review has an extraction table and needs lightweight risk-of-bias fields. Trigger: bias, risk-of-bias, RoB, evidence quality, 偏倚评估, 证据质量. Use when: evidence-review 已生成 papers/extractiontable.csv，需要在 synthesis 前补齐偏倚/质量字段。 Skip if: 不是 evidence/systematic review，或还没有 papers/extractiontable.csv。 Network…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Build per-chapter (H2) writing briefs (NO PROSE) so the final survey reads like a paper (chapter leads + cross-H3 coherence) without inflating the ToC. Trigger: chapter briefs, H2 briefs, chapter lead plan, section intent, 章节意图, 章节导读, H2 卡片. Use when: outline/outline.yml + outline/subsectionbriefs.jsonl exist and you…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Write H2 chapter lead blocks (sections/S lead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts. Trigger: chapter lead writer, section lead writer, H2 lead, lead paragraph, 章节导读, 章节导语. Use when: you have H2 chapters with multiple H3 subsections and the draft reads…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition. Trigger: chapter skeleton, chapter-level outline, H2 skeleton, section-first survey, 章节骨架, 章级骨架. Use when: survey structure should stabilize chapter-level intent before subsection mapping…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Project completed stage Artifacts into a concise human-review block in DECISIONS.md; use before a Workflow checkpoint, not for Workflow routing or approval.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Regression-check citation anchoring (citations stay in the same subsection) to prevent “polish drift” that breaks claim→evidence alignment. Trigger: citation anchoring, citation drift, regression, cite stability, 引用锚定, 引用漂移. Use when: after editing/polishing, you want to confirm citations did not migrate across ###…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Raise citation diversity/density (NO NEW FACTS): generate an in-scope “citation budget” plan per H3 so drafts stop failing the global unique-citation gate and stop looking under-cited. Trigger: cite boost, citation budget, unique citations too low, add more citations, improve reference density, 引用太少, 增加引用, 引用密度.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Apply a citation-diversifier budget report by injecting in-scope citations into an existing draft (NO NEW FACTS), so the run passes the global unique-citation gate without citation dumps. Trigger: citation injector, apply citation budget, inject citations, add citations safely, 引用注入, 按预算加引用, 引用增密.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Generate and verify BibTeX entries from paper notes, writing citations/ref.bib and citations/verified.jsonl. Trigger: citation, BibTeX, ref.bib, verified.jsonl, references, 引用, 参考文献. Use when: 已有 papers/papernotes.jsonl，需要为 prose/LaTeX 准备可追溯的引用（每条都有 url/date/title 验证记录）。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Build a section-by-section claim–evidence matrix (outline/claimevidencematrix.md) from the outline and paper notes. Trigger: claim–evidence matrix, evidence mapping, 证据矩阵, 主张-证据对齐. Use when: 写 prose 之前需要把每个小节的可检验主张与证据来源显式化（outline + paper notes 已就绪）。 Skip if: 缺少 outline/outline.yml 或 papers/papernotes.jsonl。 Network…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Rewrite outline/claimevidencematrix.md as a projection/index of evidence packs (NO PROSE), so claims/axes are driven by outline/evidencedrafts.jsonl rather than outline placeholders. Trigger: claim matrix rewriter, rewrite claim-evidence matrix, evidence-first claim matrix, matrix index, 证据矩阵重写, 从证据包生成矩阵.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when a review workspace has manuscript text and needs a traceable claim ledger. Trigger: claims extractor, extract claims, contributions, assumptions, peer review, 审稿, 主张提取. Use when: 审稿/评审或 evidence audit，需要把主张列表落盘并可追溯到原文位置（section/page/quote）。 Skip if: 没有可用的稿件/全文（例如缺少 output/PAPER.md 或等价文本）。 Network: none.…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when an approved tutorial spec exists and the run needs a deterministic prerequisite graph before module planning. Trigger: concept graph, prerequisite graph, dependency graph, 概念图, 先修关系. Use when: source-tutorial 的 C2，已有 output/TUTORIALSPEC.md，需要把教程概念转成可排序的 DAG。 Skip if: 还没有 tutorial spec。 Network: none.…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
A deterministic tool for removing duplicate papers and selecting a stable core set from a broad group of candidates.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.