idea-screener

Screen the direction pool with a discussion-first scoring pass, writing `output/trace/IDEA_SCREENING_TABLE.md`. **Trigger**: idea screener, screening table, brainstorm screening, 方向筛选表. **Use when**: you already have a direction pool and want a table-first comparison before curating the shortlist.

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Repository: WILLOSCAR/research-units-pipeline-skills
Last source activity: July 21, 2026 at 18:04
Detected SKILL.md language: English
Stars: 497
Forks: 38

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Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

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npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill idea-screener

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SKILL.md

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evidence-draft

Create per-subsection evidence packs (NO PROSE): claim candidates, concrete comparisons, evaluation protocol, limitations, plus citation-backed evidence snippets with provenance. **Trigger**: evidence draft, evidence pack, claim candidates, concrete comparisons, evidence snippets, provenance, 证据草稿, 证据包, 可引用事实.

2026-08-02

front-matter-writer

Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph. **Trigger**: front matter writer, introduction writer, related work writer, abstract writer, discussion writer, conclusion writer, 引言, 相关工作, 摘要, 讨论, 结论.

2026-08-02

latex-scaffold

Scaffold a LaTeX project (`latex/main.tex`, optional bibliography wiring, structure) from an existing Markdown draft. **Trigger**: latex scaffold, md→tex, LaTeX 项目骨架, 生成 main.tex. **Use when**: 需要 LaTeX/PDF 交付（例如 arxiv-survey-latex pipeline），且 draft 已生成/已进入写作阶段。

2026-08-02

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name	idea-screener
description	Screen the direction pool with a discussion-first scoring pass, writing `output/trace/IDEA_SCREENING_TABLE.md`. Trigger: idea screener, screening table, brainstorm screening, 方向筛选表. Use when: you already have a direction pool and want a table-first comparison before curating the shortlist.

Idea Screener

Goal: compress a direction pool into a scored comparison table that helps shortlist the most discussion-worthy directions.

The screener should reward:

advisor-useful rank separation,
distinct contribution shapes,
concrete prior-work grounding, and penalize same-template directions that only swap nouns.

Script

Quick Start

uv run python .codex/skills/idea-screener/scripts/run.py --workspace <workspace>

All Options

--workspace <dir> (required)
--unit-id <U###>
--inputs <semicolon-separated>
--outputs <semicolon-separated>
--checkpoint <C#>

Examples

Screen a direction pool for a brainstorm workspace:
- uv run python .codex/skills/idea-screener/scripts/run.py --workspace workspaces/brainstorm-llm-agents

idea-screener

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Idea Screener

Script

Quick Start

All Options

Examples

Idea Screener

Script

Quick Start

All Options

Examples

More from this repository