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)。
Installation
SKILL.md
Create a paper→subsection map that supports evidence building and later synthesis.
Good mapping is diverse (avoids reusing the same paper everywhere) and explainable (short semantic “why”, not just keyword overlap).
If you rerun the script without this marker, it will back up the previous mapping to a timestamped file:
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)。 Source: willoscar/research-units-pipeline-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill section-mapper- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is 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)。 Source: willoscar/research-units-pipeline-skills.
How do I install section-mapper?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill section-mapper Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/willoscar/research-units-pipeline-skills
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01