Build per-H3 writer context packs (NO PROSE): merge briefs + evidence packs + anchor facts + allowed citations into a single deterministic JSONL, so drafting is less hollow and less brittle.
The English summary is being prepared. Showing the original description.
Writing self-loop for surveys: run the strict section-quality gate, then rewrite only the failing `sections/*.md` files until the report is PASS.
The English summary is being prepared. Showing the original description.
Initialize a missing research Workspace from the repository template without overwriting existing Run state; use before Pipeline binding when the target under `workspaces/` has no valid core artifacts.
The English summary is being prepared. Showing the original description.
Run a tutorial-specific quality gate and write a PASS/FAIL report for the final tutorial deliverable.
The English summary is being prepared. Showing the original description.
Generate lightweight section/subsection transitions (NO NEW FACTS) to prevent “island” subsections; outputs a transition map that merging/writing can weave in.
The English summary is being prepared. Showing the original description.
Execute exactly one eligible Unit in an existing research Workspace; use for stepwise or manual semantic execution when status, Attempt, Artifact, Manifest, checkpoint, and acceptance evidence must remain synchronized.
The English summary is being prepared. Showing the original description.
Use when module planning and source coverage are done and the run needs writer-ready per-module packs.
The English summary is being prepared. Showing the original description.
Instantiate or update a workspace `UNITS.csv` from a selected pipeline and units template (deps/checkpoints/acceptance).
The English summary is being prepared. Showing the original description.
De-slot and harmonize paper voice across `sections/*.md` without changing meaning or citation keys.
The English summary is being prepared. Showing the original description.
Deterministically merge the final fingerprinted section snapshot into `output/DRAFT.md`, preserving outline order and inserting transitions only when explicitly enabled.
The English summary is being prepared. Showing the original description.
Build or validate the source manifest for the source-tutorial pipeline from user-provided URLs/files.
The English summary is being prepared. Showing the original description.
Use when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.
The English summary is being prepared. Showing the original description.
Build per-subsection writing briefs (NO PROSE) so later drafting is driven by evidence and checkable comparison axes (not outline placeholders).
The English summary is being prepared. Showing the original description.
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、交叉引用与章节承接一致。
The English summary is being prepared. Showing the original description.
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。
The English summary is being prepared. Showing the original description.
Use when a `research-brief` workspace has a small paper set plus outline and needs a compact reader-facing briefing instead of a full survey.
The English summary is being prepared. Showing the original description.
Rewrite subsection openers so they stop reading like a generated table-of-contents: remove \"overview/narration\" stems and reduce repeated opener cadences across H3s.
The English summary is being prepared. Showing the original description.
Write `output/DRAFT.md` (or `output/SNAPSHOT.md`) from an approved outline and evidence packs, using only verified citation keys from `citations/ref.bib`.
The English summary is being prepared. Showing the original description.
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。
The English summary is being prepared. Showing the original description.
Define evidence-first table schemas for a survey: what each table must answer, row unit, columns, and which evidence-pack fields are required to fill it.
The English summary is being prepared. Showing the original description.
Merge/simplify an over-fragmented outline to hit a paper-like section budget (NO PROSE): target final ToC ~6–8 H2, fewer thicker H3.
The English summary is being prepared. Showing the original description.
Logic coherence pass for per-H3 section files: enforce a clear paragraph-1 thesis and surface paragraph-island risks (connector stats are diagnostic, not a quota) before merging.
The English summary is being prepared. Showing the original description.
Convert a taxonomy (`outline/taxonomy.yml`) into a bullet-only outline (`outline/outline.yml`) with sections/subsections.
The English summary is being prepared. Showing the original description.
Planner-pass coverage + redundancy report for an outline+mapping, producing `outline/coverage_report.md` and `outline/outline_state.jsonl`.
The English summary is being prepared. Showing the original description.
Is this your account? Link GitHub to bring it onto your creator page (Japanese)