idea-signal-mapper

Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes `output/trace/IDEA_SIGNAL_TABLE.md`. **Trigger**: idea signal table, brainstorm signals, research tensions, signal map, 研究信号表, tension map. **Use when**: you have a core set, a taxonomy, and paper notes, and need a table-first bridge from literature evidence to possible directions. **Skip if**: `output/trace/IDEA_SIGNAL_TABLE.md` already exists and is refined. **Network**: none. **Guardrail**: no invented papers; every row must point to existing `paper_id`s.

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Install this agent skill to your Project

npx add-skill https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-signal-mapper

SKILL.md

Idea Signal Mapper

Goal: create a reusable, table-first artifact that answers:

where the literature tension is concrete rather than generic,
which missing control or missing comparison actually keeps the question open,
what the literature already suggests,
where the tension lies,
what is still missing,
which academically meaningful axis might be worth deeper discussion.

Script

Quick Start

python .codex/skills/idea-signal-mapper/scripts/run.py --workspace workspaces/<ws>

All Options

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

Examples

Map signals for a brainstorm workspace:
- python .codex/skills/idea-signal-mapper/scripts/run.py --workspace workspaces/brainstorm-llm-agents