home/categories/academic/willoscar-research-units-pipeline-skills-codex-skills-section-mapper-skill-md
academicresearch

section-mapper

Map papers from the core set to each outline subsection and write `outline/mapping.tsv` with coverage tracking. **Trigger**: section mapper, mapping.tsv, coverage, paper-to-section mapping, 论文映射, 覆盖率. **Use when**: structure 阶段(C2),已有 `papers/core_set.csv` + `outline/outline.yml`,需要确保每小节有足够支持论文再进入 evidence/writing。 **Skip if**: 还没有 outline(先跑 `outline-builder`)或 core set 还没收敛。 **Network**: none. **Guardrail**: 覆盖率可审计(避免所有小节重复用同几篇);为弱覆盖小节留下明确补救方向(扩 query / 合并小节)。

WILLOSCAR
maintainer
WILLOSCAR
Updated 3/12/2026
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quick start

Installation and usage

Map papers from the core set to each outline subsection and write `outline/mapping.tsv` with coverage tracking. **Trigger**: section mapper, mapping.tsv, coverage, paper-to-section mapping, 论文映射, 覆盖率. **Use when**: structure 阶段(C2),已有 `papers/core_set.csv` + `outline/outline.yml`,需要确保每小节有足够支持论文再进入 evidence/writing。 **Skip if**: 还没有 outline(先跑 `outline-builder`)或 core set 还没收敛。 **Network**: none. **Guardrail**: 覆盖率可审计(避免所有小节重复用同几篇);为弱覆盖小节留下明确补救方向(扩 query / 合并小节)。

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use section-mapper