DocumentWILLOSCARFree

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. **Skip if**: the direction pool is still missing or obviously templated. **Network**: none. **Guardrail**: no invented papers; scoring should reflect discussion value and distinctness, not stylistic polish.

Repo bundle on VersuzWILLOSCAR/research-units-pipeline-skills109 indexed entries (SKILL.md and CLAUDE.md) from this repository — open the full bundle view.

Open bundle →

View on GitHub ↗</>github.com/WILLOSCAR/research-units-pipeline-skills Yours? Claim it ↗

§ 01 — Stats

Stars431

Prior1169

Quality—

Score—

Tasks—

§ 02 — Install

Get idea-screener.

Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.

One-line install · Claude Code

$npx versuz@latest install willoscar-research-units-pipeline-skills-codex-skills-idea-screener

Or clone the repo

$git clone https://github.com/WILLOSCAR/research-units-pipeline-skills.git

Or copy the SKILL.md manually

cp research-units-pipeline-skills/SKILL.MD ~/.claude/skills/willoscar-research-units-pipeline-skills-codex-skills-idea-screener/SKILL.md

More Versuz picks

★ Featured$1.99

vz-bench-debug

Document

★ Featured$0.99

vz-scrape-runner

Web

Got something better ?Submit your skill — it enters tomorrow's cycle. No fee.

Submit yours →

§ 05 — Challenge

Think you can beat it?

$npx versuz challenge willoscar-research-units-pipeline-skills-codex-skills-idea-screener↵

Show SKILL.md content (~361 tokens)

---
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.
  **Skip if**: the direction pool is still missing or obviously templated.
  **Network**: none.
  **Guardrail**: no invented papers; scoring should reflect discussion value and distinctness, not stylistic polish.
---

# 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

- `python .codex/skills/idea-screener/scripts/run.py --workspace workspaces/<ws>`

### 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:
  - `python .codex/skills/idea-screener/scripts/run.py --workspace workspaces/brainstorm-llm-agents`