willoscar/research-units-pipeline-skills

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writer-context-pack Build per-H3 writer context packs (NO PROSE): merge briefs + evidence packs + anchor facts + allowed citations into a…

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anchor-sheet Extract per-subsection “anchor facts” (NO PROSE) from evidence packs so the writer is forced to include concrete numb…

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evidence-binder Bind addressable evidence IDs from `papers/evidence_bank.jsonl` to each subsection (H3), producing `outline/evidence_…

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limitation-weaver Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two…

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module-planner Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs. **Trig…

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outline-budgeter Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC ~6–8 H2, fe…

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post-merge-voice-gate Post-merge paper-voice gate: detect planner-talk / axis-label artifacts introduced during merge (especially from `out…

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research-pipeline-runner Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/brief/paper-review/evidence-review/idea/tutor…

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survey-seed-harvest Identify survey/review papers in a retrieved set and extract taxonomy seeds into `outline/taxonomy.yml` (topics/subto…

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table-filler Fill `outline/tables_index.md` from `outline/table_schema.md` + evidence packs (NO PROSE in cells; citation-backed ro…

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transition-weaver Generate lightweight section/subsection transitions (NO NEW FACTS) to prevent “island” subsections; outputs a transit…

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artifact-contract-auditor Audit the workspace against the pipeline artifact contract (DONE outputs + pipeline target_artifacts). Writes `output…

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bias-assessor Use when `evidence-review` has an extraction table and needs lightweight risk-of-bias fields. **Trigger**: bias, risk…

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citation-injector Apply a `citation-diversifier` budget report by injecting *in-scope* citations into an existing draft (NO NEW FACTS),…

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schema-normalizer Normalize cross-skill JSONL interfaces (ids + titles + citation key formats) so downstream skills do not rely on best…

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survey-visuals Draft non-prose visuals artifacts (timeline, figure specs) for a survey, grounded in evidence and using citation keys…

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workspace-init Initialize a new workspace by copying the standard artifact template (STATUS.md, CHECKPOINTS.md, UNITS.csv, DECISIONS…

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argument-selfloop Argument self-loop: maintain an argument ledger + premise consistency report for drafted sections. **Trigger**: argum…

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section-mapper Map papers from the core set to each outline subsection and write `outline/mapping.tsv` with coverage tracking. **Tri…

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tutorial-spec Define tutorial scope, target audience, prerequisites, learning objectives, and a running example; output a tutorial …

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unit-planner Instantiate or update a workspace `UNITS.csv` from a selected pipeline and units template (deps/checkpoints/acceptanc…

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appendix-table-writer Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope ev…

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evaluation-anchor-checker Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint…

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table-schema Define evidence-first table schemas for a survey: what each table must answer, row unit, columns, and which evidence-…

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opener-variator Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" ste…

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paragraph-curator Structured paragraph curation for C5: **select -> evaluate -> subset -> fuse**, so drafts converge instead of only ex…

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deliverable-selfloop Use when a reader-facing deliverable exists and needs a deterministic PASS/FAIL quality gate. **Trigger**: self loop,…

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manuscript-ingest Use when `paper-review` needs a canonical manuscript text artifact before claim extraction. **Trigger**: ingest paper…

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idea-brief Lock an ideation run into a single-source-of-truth brainstorm brief (`output/trace/IDEA_BRIEF.md`) and a replayable m…

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idea-shortlist-curator Converge the screened direction pool into a small, discussion-ready shortlist, writing `output/trace/IDEA_SHORTLIST.m…

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human-checkpoint Record a human sign-off at a declared checkpoint (tick `Approve C*` in `DECISIONS.md`) so the pipeline can resume. **…

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thesis-style-polisher 对中文毕业论文做最终润色与去 AI 味：重点处理章首导言、章末小结、贡献描述、总结与展望中的模板腔、宣传腔与 AI 口癖。 **…

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chapter-skeleton Build a retrieval-informed chapter skeleton (`outline/chapter_skeleton.yml`) from taxonomy/core scope before stable H…

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thesis-chapter-reconstructor 围绕毕业论文主线重构章节：把原论文式叙事改成学位论文式叙事，重写章节目标、内容比重、前后承接与论证方式。 **Trigger**:…

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thesis-citation-enhance-review 为中文毕业论文补强并核验引用：找出必须有引文支撑的句子，扩展候选文献，检查引用与论断是否匹配，并回写参考文献与正文引…

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thesis-frontmatter-sync 同步中文毕业论文的非正文部分：摘要、附录、封面、成果、致谢、名单等，确保这些部分与正文口径一致，而不是最后临时补写。 …

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thesis-markdown-aligner 在 Markdown 中间层统一毕业论文的主线、术语、符号、指标、图表口径与章节边界，让整篇论文先在中间层收敛成“一篇论文”。 **…

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thesis-source-role-mapper

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thesis-visual-layout-planner 规划中文毕业论文的图表、流程图和版面节奏：先决定哪些图表支撑主线，再做草图、拼版预演与图文映射。 **Trigger**: 图表规…

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_template_reference_first Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: refer…

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idea-direction-generator Generate a compact pool of discussion-worthy research directions from the signal table, writing `output/trace/IDEA_DI…

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idea-memo-writer Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing `output/REPORT.md`, `output/A…

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idea-screener Screen the direction pool with a discussion-first scoring pass, writing `output/trace/IDEA_SCREENING_TABLE.md`. **Tri…

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idea-signal-mapper Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstor…

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section-bindings Bind papers to chapter-level sections first, writing `outline/section_bindings.jsonl` and `outline/section_binding_re…

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section-briefs Build chapter-level briefs (`outline/section_briefs.jsonl`) from chapter skeleton plus section bindings before stable…

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thesis-compile-review 对中文毕业论文进行编译、warning 分级、模板模式检查、数据与引用复查，并把问题回写成可继续迭代的 review checklist。 **T…

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thesis-question-list 维护中文毕业论文的 `codex_md/question_list.md`：把本轮问题、边界、优先级、协作方案和验收口径结构化，作为整条 thesis p…

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thesis-tex-writeback 把已经在 Markdown 中间层收敛的中文毕业论文内容回写到 `chapters/*.tex` 与相关交付层文件，保持结构、图表、公式、交叉引…

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thesis-workspace-init 初始化中文毕业论文工作区：检查学校模板与已有材料的放置位置，明确提示当前还缺什么，建立 `codex_md/` / `claude_md/` / `…

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