mcpbeat

Idea Signal Mapper

willoscar/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`.

733 tokens
context cost
the whole folder, loaded on every use
2
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
496
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/WILLOSCAR/research-units-pipeline-skills --skill idea-signal-mapper

What comes with it

1 604 bytes besides the instruction
scripts/run.py

The instruction itself

5 sections, as written by the author

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

  • uv run python .codex/skills/idea-signal-mapper/scripts/run.py --workspace <workspace>

All Options

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

Examples

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

How to use it

Copy the folder

Take willoscar/idea-signal-mapper from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.