WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring. Trigger: polish draft, de-template, coherence pass, remove boilerplate, 润色, 去套话, 去重复, 统一术语. Use when: a first-pass draft exists but reads like scaffolding (repetition/ellipsis/template phrases)…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid underspecified model naming. Trigger: evaluation anchor checker, numeric claim hygiene, underspecified numbers, protocol context, 评测锚点检查, 数字断言, 指标上下文.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when paper-review needs a claim-by-claim evidence gap report grounded in an extracted claim ledger. Trigger: evidence audit, missing evidence, unsupported claims, 审稿证据审计, 证据缺口. Use when: paper-review 流程中，需要逐条检查 claim 的证据链、缺 baseline、评测薄弱点。 Skip if: 缺少 claims 输入（例如还没有 output/CLAIMS.md）。 Network: none. Guardrail…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Bind addressable evidence IDs from papers/evidencebank.jsonl to each subsection (H3), producing outline/evidencebindings.jsonl. Trigger: evidence binder, evidence plan, section->evidence mapping, 证据绑定, evidenceid. Use when: papers/evidencebank.jsonl exists and you want writer/auditor to use section-scoped evidence…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance. Trigger: evidence draft, evidence pack, claim candidates, concrete comparisons, evidence snippets, provenance, 证据草稿, 证据包, 可引用事实.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Evidence self-loop for surveys: read evidence bindings + evidence packs, then write an actionable upstream TODO plan (which stage/skill to fix) before writing more prose. Trigger: evidence self-loop, evidence loop, evidence gaps, binding gaps, blockingmissing, 证据自循环, 证据缺口回路.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when a tutorial module plan exists but each module still needs a verifiable teaching loop. Trigger: exercises, practice, verification checklist, 教程练习, 可验证作业. Use when: tutorial 的 C2，已有 outline/moduleplan.yml，需要为每个模块补齐 exercise / expected output / verification steps。 Skip if: 还没有 module plan。 Network: none.…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when evidence-review has screened includes and needs a schema-aligned extraction table. Trigger: extraction form, extraction table, data extraction, 信息提取, 提取表. Use when: evidence-review 在 screening 后进入 extraction（C4），需要把纳入论文按字段落到 CSV 以支持后续 synthesis。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph. Trigger: front matter writer, introduction writer, related work writer, abstract writer, discussion writer, conclusion writer, 引言…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Global consistency review for survey drafts: terminology, cross-section coherence, and scope/citation hygiene. Trigger: global review, consistency check, coherence audit, 术语一致性, 全局回看, 章节呼应, 拷打 writer. Use when: Draft exists and you want a final evidence-first coherence pass before LaTeX/PDF.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation). Trigger: grad paragraph, paragraph micro-structure, argument paragraph, 研究生段落, 论证段落, 对比段, 段落写作. Use when: you are drafting sections/S.md (H3 body) and want subsection-specific, evidence-bounded prose instead…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Review and record one pending human checkpoint in a research Workspace; use when a HUMAN Unit is blocked on an Approve C decision, and never treat silence or artifact existence as approval.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Lock an ideation run into a single-source-of-truth brainstorm brief (output/trace/IDEABRIEF.md) and a replayable multi-query plan (queries.md). Trigger: idea brief, ideation brief, research ideas, brainstorm, 找 idea, 选题, 点子, 找方向. Use when: the user wants research ideas and their input is long / multi-turn; you need to…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Generate a compact pool of discussion-worthy research directions from the signal table, writing output/trace/IDEADIRECTIONPOOL.md. Trigger: idea direction pool, brainstorm directions, research directions, 研究方向池, brainstorm pool. Use when: you already have a signal table and want a small, non-isomorphic set of…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing output/REPORT.md, output/APPENDIX.md, and output/REPORT.json. Trigger: idea memo, brainstorm memo, research direction memo, report md, 研究备忘录, brainstorm report. Use when: the shortlist exists and you want the final reader-facing…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Screen the direction pool with a discussion-first scoring pass, writing output/trace/IDEASCREENINGTABLE.md. Trigger: idea screener, screening table, brainstorm screening, 方向筛选表. Use when: you already have a direction pool and want a table-first comparison before curating the shortlist.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md. Trigger: idea shortlist, shortlist directions, brainstorm shortlist, 方向 shortlist. Use when: you already have a direction pool and screening table and want the strongest 3-5 directions for the final…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes output/trace/IDEASIGNALTABLE.md. Trigger: idea signal table, brainstorm signals, research tensions, signal map, 研究信号表, tension map. Use when: you have a core set, a taxonomy, and…
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
A search-term refinement step that adds synonyms, abbreviations, and exclusion terms to research queries.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Compile a LaTeX project and run basic QA (missing refs, bib errors, broken citations), producing latex/main.pdf and a build report. Trigger: latex compile, build PDF, LaTeX errors, missing refs, 编译PDF, 引用错误. Use when: 已有 latex/main.tex（通常来自 latex-scaffold），需要确认可编译并输出失败原因报告。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Scaffold a LaTeX project (latex/main.tex, optional bibliography wiring, structure) from an existing Markdown draft. Trigger: latex scaffold, md→tex, LaTeX 项目骨架, 生成 main.tex. Use when: 需要 LaTeX/PDF 交付（例如 arxiv-survey-latex pipeline），且 draft 已生成/已进入写作阶段。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s. Trigger: limitation weaver, rewrite limitations, remove two limitations, 去Two limitations, 局限改写, caveat rewrite.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Multi-route literature expansion + metadata normalization for evidence-first surveys. Trigger: evidence collector, literature engineer, 文献扩充, 多路召回, snowballing, cited by, references, 元信息增强, provenance. Use when: Workflow 需要按锁定的 retrieval policy 扩充候选文献并补齐可追溯 metadata。.
WILLOSCAR/research-units-pipeline-skills
Skill Claude CodeCodex
Use when paper-review needs a canonical manuscript text artifact before claim extraction. Trigger: ingest paper, manuscript text, provide paper, paper.md, 输入论文, 导入稿件, 审稿输入. Use when: You are running the paper-review pipeline and need output/PAPER.md before claims-extractor.