ReddRadar
Topic: research-paper
105 skills in this topic.
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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/` / `tmp_layout*/` 等中间层目录，并生成材料盘点与初始工作文件。
**Trigger**: 毕业论文初始化, thesis workspace, 中文毕业论文准备, 模板归位, 材料盘点, 初始化论文工程.
**Use when**: 你要开始一条毕业论文重构流程，手头已经有学校模板、旧 `tex`、PDF、Overleaf 源稿、bib 或图表材料，需要先把工程和中间层搭起来。
**Skip if**: 工作区已经稳定，且 `codex_md/material_index.md`、`codex_md/question_list.md`、`codex_md/00_thesis_outline.md` 都已存在并在使用。
**Network**: none.
**Guardrail**: 不改正文内容；不把 `chapters/` 当思考区；不在 repo root 散落毕业论文工件。
WILLOSCAR/research-units-pipeline-skills 377
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transition-weaver
Generate lightweight section/subsection transitions (NO NEW FACTS) to prevent “island” subsections; outputs a transition map that merging/writing can weave in.
**Trigger**: transition weaver, weave transitions, coherence, 过渡句, 承接句, 章节连贯性.
**Use when**: `outline/subsection_briefs.jsonl` exists and you want coherent flow before/after drafting (typically Stage C5).
**Skip if**: `outline/transitions.md` exists and is refined (no placeholders).
**Network**: none.
**Guardrail**: do not add new factual claims or citations; transitions may only refer to titles/RQs/bridge terms already present in briefs.
WILLOSCAR/research-units-pipeline-skills 377
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tutorial-module-writer
Write the tutorial content (`output/TUTORIAL.md`) from an approved module plan, including exercises and answer outlines.
**Trigger**: write tutorial, tutorial modules, 教程写作, TUTORIAL.md.
**Use when**: tutorial pipeline 的写作阶段（C3），且 `DECISIONS.md` 已记录 HUMAN 对 scope/running example 的批准（C2）。
**Skip if**: module plan 未完成/未批准（先跑 `module-planner`/`exercise-builder` 并通过 Approve C2）。
**Network**: none.
**Guardrail**: 只写已批准范围；保持 running example 一致；每模块包含练习与答案要点。
WILLOSCAR/research-units-pipeline-skills 377
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tutorial-spec
Define tutorial scope, target audience, prerequisites, learning objectives, and a running example; output a tutorial spec for downstream planning.
**Trigger**: tutorial spec, scope, audience, prerequisites, learning objectives, running example, 教程规格.
**Use when**: tutorial pipeline 的起点（C1），需要先锁定教学目标与边界，再进入 concept graph / module planning。
**Skip if**: 你不是在做教程产出（或已经有明确且不允许改动的 tutorial spec）。
**Network**: none.
**Guardrail**: 结构化 spec 优先；避免提前写长教程 prose（prose 在 C3）。
WILLOSCAR/research-units-pipeline-skills 377
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unit-executor
Execute exactly one runnable unit from `UNITS.csv` (first TODO whose dependencies are DONE), then update unit status and artifacts.
**Trigger**: unit executor, run one unit, next unit, step-by-step pipeline, 逐条执行, UNITS.csv.
**Use when**: 需要严格“一次只做一个 unit”（可审计、可中断），并遵守 checkpoints/HUMAN 阻塞逻辑。
**Skip if**: 要端到端自动跑（用 `research-pipeline-runner`）或 workspace 不存在。
**Network**: none.
**Guardrail**: 只执行一个 unit；满足验收且输出存在才可标 `DONE`；遇到 HUMAN checkpoint 必须停下。
WILLOSCAR/research-units-pipeline-skills 377
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unit-planner
Instantiate or update a workspace `UNITS.csv` from a selected pipeline and units template (deps/checkpoints/acceptance).
**Trigger**: unit planner, generate UNITS.csv, execution contract, units template, 生成工作单元.
**Use when**: 初始化/更新执行合同：从 pipeline 选择生成 `UNITS.csv`，或 scope 扩展需要新增 units/依赖。
**Skip if**: `UNITS.csv` 已正确反映当前 scope（无需重写）。
**Network**: none.
**Guardrail**: 保持 CSV 合法；scope 增长时新增 units；只在满足验收后标 `DONE`。
WILLOSCAR/research-units-pipeline-skills 377
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workspace-init
Initialize a new workspace by copying the standard artifact template (STATUS.md, CHECKPOINTS.md, UNITS.csv, DECISIONS.md + folders).
**Trigger**: workspace init, initialize workspace, workspace template, 初始化 workspace.
**Use when**: 启动任何 pipeline run（必须先有 workspace 工件与目录骨架）。
**Skip if**: workspace 已初始化且不希望覆盖既有文件（除非显式 `--overwrite`）。
**Network**: none.
**Guardrail**: 不要修改 `.codex/skills/workspace-init/assets/` 模板；默认不覆盖已有文件。
WILLOSCAR/research-units-pipeline-skills 377
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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 single deterministic JSONL, so drafting is less hollow and less brittle.
**Trigger**: writer context pack, context pack, drafting pack, paragraph plan pack, 写作上下文包.
**Use when**: `outline/subsection_briefs.jsonl` + `outline/evidence_drafts.jsonl` + `outline/anchor_sheet.jsonl` exist and you want to make C5 drafting easier/more consistent.
**Skip if**: upstream evidence is missing or scaffolded (fix `paper-notes` / `evidence-binder` / `evidence-draft` / `anchor-sheet` first).
**Network**: none.
**Guardrail**: NO PROSE; do not invent facts/citations; only use citation keys present in `citations/ref.bib`.
WILLOSCAR/research-units-pipeline-skills 377
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writer-selfloop
Writing self-loop for surveys: run the strict section-quality gate, then rewrite only the failing `sections/*.md` files until the report is PASS.
**Trigger**: writer self-loop, writing loop, quality gate loop, rewrite failing sections, 自循环, 反复改到 PASS.
**Use when**: per-section files exist but C5 is FAIL/BLOCKED (thin sections, missing leads/front matter, citation-scope violations, generator voice).
**Skip if**: you are still pre-C2 (NO PROSE), or evidence packs are incomplete (fix C3/C4 first).
**Network**: none.
**Guardrail**: do not invent facts; only use citation keys present in `citations/ref.bib`; keep citations in-scope per `outline/evidence_bindings.jsonl`; do not add/remove citation keys during rewrites.
WILLOSCAR/research-units-pipeline-skills 377