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Command

/evaluate-idea

Evaluate whether a research idea is worth pursuing before investing months of effort. Stress-tests ideas along 7 dimensions (novelty, impact, timing, feasibility, competition, nugget clarity, narrative potential) using 3 specialist agents. Delivers a PURSUE / PARK / KILL verdict

From plugin
open-academic-paper-machine
1821 skills4 agents21 commands
Install
> /plugin marketplace add TobiasBlask/open-paper-machine
> /plugin install open-academic-paper-machine@open-paper-machine

How it fires

How this command gets triggered: by you, by Claude, or both.

  • Fires itselfClaude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/evaluate-idea

Context preview

What this command does when you run it.

Evaluate whether a research idea is worth pursuing before investing months of effort. Stress-tests ideas along 7 dimensions (novelty, impact, timing, feasibility, competition, nugget clarity, narrative potential) using 3 specialist agents. Delivers a PURSUE / PARK / KILL verdict

Command definition

evaluate-idea.md
name: evaluate-idea
description: >
  Evaluate whether a research idea is worth pursuing before investing months of effort.
  Stress-tests ideas along 7 dimensions (novelty, impact, timing, feasibility,
  competition, nugget clarity, narrative potential) using 3 specialist agents.
  Delivers a PURSUE / PARK / KILL verdict with actionable next steps.
  Based on Carlini's research philosophy and the RS1-RS8 principles.
allowed_tools:
  - Agent
  - Read
  - Write
  - Glob
  - Grep
  - Bash
  - WebSearch
  - WebFetch
  - mcp__academic-search__academic_search_all
  - mcp__academic-search__academic_search_semantic_scholar
  - mcp__academic-search__academic_search_arxiv
  - mcp__academic-search__academic_snowball
user_invocable: true

/evaluate-idea — Research Idea Stress-Test

Read `skills/idea-engine/SKILL.md` and execute the full 6-phase idea evaluation pipeline.

The user provides a research idea, topic, or question. Run the complete evaluation: Phase 1 (SEED) → Phase 2 (DIVERGE) → Phase 3 (EVALUATE) → Phase 4 (DEEPEN) → Phase 5 (FRAME) → Phase 6 (DECIDE).

Save the evaluation to `research-evaluations/YYYY-MM-DD-<topic-slug>.md`.

If the verdict is PURSUE and the user wants to proceed, hand off to the paper machine pipeline (Phase 1: Reconnaissance).

Ships withopen-academic-paper-machine

A Claude Code plugin that autonomously writes academic papers — from literature search to production-ready LaTeX/PDF. Scope note.

Get the whole plugin

Other commands on open-academic-paper-machine.