loop1-exit-check

Evaluates IDEA.md PASS/FAIL readiness using a four-criterion rubric for Loop 2 transition.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/YurainSoon/research-director --skill loop1-exit-check
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: loop1-exit-check
Source: https://github.com/YurainSoon/research-director/tree/main/.claude/skills/loop1-exit-check
Command: npx skills add https://github.com/YurainSoon/research-director --skill loop1-exit-check

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a deterministic exit rubric for Loop 1 ideation refinement, enabling the Main Agent to decide whether the current IDEA.md is sufficiently developed to proceed to Loop 2 stress testing. It returns PASS or FAIL with specific failing criteria listed, ensuring decisions are based on explicit development criteria rather than subjective judgments about idea quality, novelty, or validity.

Core Features & Use Cases

  • Binary criteria evaluation: Applies four clearly defined criteria (core claim specificity, mechanism description, differentiation from prior work, and problem scope) to IDEA.md.
  • Unified PASS/FAIL output: Returns a single PASS or FAIL result with per-criterion notes for traceability.
  • Phase-0 gating: Serves as a gate between ideation (Phase 0) and Loop 2 stress testing, preventing progression until criteria are met.
  • Traceable evidence: Attaches explicit reasons for any FAIL to support targeted revisions.

Quick Start

Run the Loop 1 Exit Check rubric on IDEA.md to determine whether to proceed to Loop 2.

Frequently Asked Questions about loop1-exit-check

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check if my ideation is ready to proceed to stress testing?

To check ideation readiness before stress testing, apply a four-criterion PASS/FAIL rubric to your IDEA.md file. This evaluates core claim specificity, mechanism description, differentiation from prior work, and problem scope to return a standardized PASS or FAIL result.

What is an exit check rubric for ideation refinement?

An ideation exit check rubric is a deterministic evaluation mechanism that applies four binary criteria to an IDEA.md file. It returns a unified PASS or FAIL decision with per-criterion notes, replacing subjective judgments with explicit development criteria to gate progression.

How do I evaluate an IDEA.md file using a pass-fail rubric?

Evaluate an IDEA.md file by running it against four defined criteria: core claim specificity, mechanism description, differentiation from prior work, and problem scope. The rubric outputs a PASS/FAIL result with specific failing criteria listed for targeted revisions.

Do I need an existing IDEA.md file to run an ideation exit check?

Yes, you need an existing IDEA.md file located specifically at phase_0_ideation/ideas/IDEA.md. The exit check rubric requires this file to evaluate your ideation readiness and generate the standardized PASS/FAIL gating result.

Why did my ideation refinement fail the exit check?

Your ideation failed the exit check because the IDEA.md file did not meet one or more of the four rubric criteria: core claim specificity, mechanism description, differentiation from prior work, or problem scope. The result includes explicit per-criterion notes for traceable evidence.

Can I use a pass-fail rubric to prevent premature progression to stress testing?

Yes, you can use a pass-fail rubric as a Phase-0 gating mechanism to prevent progression to Loop 2 stress testing. It blocks advancement until your IDEA.md meets all four explicit development criteria, returning a FAIL with attached reasons for targeted revisions.