·survey-seed-harvest
</>

survey-seed-harvest

willoscar/research-units-pipeline-skills

Identify survey/review papers in a retrieved set and extract taxonomy seeds into `outline/taxonomy.yml` (topics/subtopics/terminology). **Trigger**: survey seed harvest, taxonomy seeds, 从 survey 提 taxonomy, bootstrap taxonomy. **Use when**: retrieval/dedup 后想快速从已有 survey/review 论文中提取术语与主题结构,用于加速 `taxonomy-builder`。 **Skip if**: 已经有高质量 taxonomy(或你不想被 survey 既有框架限制)。 **Network**: none. **Guardrail**: 产物是 seed,必须经 `taxonomy-builder` 重写与对齐 scope;避免生成泛化占位节点。

14Installs·0Trend·@willoscar

Installation

$npx skills add https://github.com/willoscar/research-units-pipeline-skills --skill survey-seed-harvest

SKILL.md

Bootstrap taxonomy seeds from existing survey/review papers inside your retrieved set.

This is an accelerator for the early structure stage: it should make taxonomy-builder easier, not replace it.

Identify survey/review papers in a retrieved set and extract taxonomy seeds into `outline/taxonomy.yml` (topics/subtopics/terminology). **Trigger**: survey seed harvest, taxonomy seeds, 从 survey 提 taxonomy, bootstrap taxonomy. **Use when**: retrieval/dedup 后想快速从已有 survey/review 论文中提取术语与主题结构,用于加速 `taxonomy-builder`。 **Skip if**: 已经有高质量 taxonomy(或你不想被 survey 既有框架限制)。 **Network**: none. **Guardrail**: 产物是 seed,必须经 `taxonomy-builder` 重写与对齐 scope;避免生成泛化占位节点。 Source: willoscar/research-units-pipeline-skills.

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 survey-seed-harvest Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

View raw

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 survey-seed-harvest
Category
</>Dev Tools
Verified
First Seen
2026-02-01
Updated
2026-02-18

Quick answers

What is survey-seed-harvest?

Identify survey/review papers in a retrieved set and extract taxonomy seeds into `outline/taxonomy.yml` (topics/subtopics/terminology). **Trigger**: survey seed harvest, taxonomy seeds, 从 survey 提 taxonomy, bootstrap taxonomy. **Use when**: retrieval/dedup 后想快速从已有 survey/review 论文中提取术语与主题结构,用于加速 `taxonomy-builder`。 **Skip if**: 已经有高质量 taxonomy(或你不想被 survey 既有框架限制)。 **Network**: none. **Guardrail**: 产物是 seed,必须经 `taxonomy-builder` 重写与对齐 scope;避免生成泛化占位节点。 Source: willoscar/research-units-pipeline-skills.

How do I install survey-seed-harvest?

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 survey-seed-harvest 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