opl-stage-quality-gate-critic

Identify rubric gaps, evidence insufficiencies, evaluator overclaims, and owner route flaws in OPL stage quality gates.

8|5|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/gaofeng21cn/one-person-lab --skill opl-stage-quality-gate-critic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: opl-stage-quality-gate-critic
Source: https://github.com/gaofeng21cn/one-person-lab/tree/main/plugins/opl-foundation-skills/skills/opl-stage-quality-gate-critic
Command: npx skills add https://github.com/gaofeng21cn/one-person-lab --skill opl-stage-quality-gate-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

OPL stage quality gates often contain unclear rubrics, insufficient evidence requirements, unstated evaluator authority limits, or missing owner routing details, which can lead to incorrect stage readiness verdicts, stalled project progress, and unclear accountability for complex knowledge work projects like research papers, grant proposals, and patent packages.

Core Features & Use Cases

  • Rubric Gap Detection: Identifies missing observable criteria, unclear evidence lower bounds, and unstated route-back triggers in stage quality gate proposals.
  • Overclaim Identification: Flags language that incorrectly assigns authority to evaluators or gates to issue owner receipts, typed blockers, quality verdicts, or readiness declarations.
  • Owner Route Validation: Checks that gate proposals include clear owner routing, required missing proof, and next legal action steps for route-backs. Use Case: For teams building OPL Stagecraft workflows for long-running research or grant projects, use this skill to review proposed quality gates before implementation to avoid invalid readiness claims and ensure clear accountability chains.

Quick Start

Use the opl-stage-quality-gate-critic skill to review the proposed quality gate for the literature review stage of the grant proposal project and list any rubric gaps, evaluator overclaims, or missing owner route details.

Frequently Asked Questions about opl-stage-quality-gate-critic

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

FAQPage Schema
How do I validate rubric criteria for a stage quality gate in research projects?

Validating rubric criteria for a stage quality gate involves identifying missing observable criteria, unclear evidence lower bounds, and unstated route-back triggers to ensure robust readiness checks for complex knowledge work.

What are evaluator overclaims in OPL stagecraft readiness checks?

Evaluator overclaims in OPL stagecraft readiness checks occur when quality gates incorrectly assign authority to evaluators to issue owner receipts, typed blockers, quality verdicts, or readiness declarations beyond their explicit boundaries.

How do I check owner routing details for grant proposal quality gates?

Checking owner routing details for grant proposal quality gates requires verifying that proposals include clear owner routing, required missing proof, and next legal action steps for route-backs to maintain project accountability.

Can I use a stage quality gate critic for patent package workflows?

You can use a stage quality gate critic for patent package workflows to review proposed gates, prevent invalid readiness verdicts, and ensure clear accountability chains across long-running complex knowledge work projects.

What output does a quality gate critique produce for stage readiness validation?

A quality gate critique produces structured outputs containing finding classifications, recommended gate deltas, route-back details, and explicit authority boundaries to prevent invalid stage readiness verdicts.

Why do stage quality gates fail to produce valid readiness verdicts?

Stage quality gates fail to produce valid readiness verdicts due to unclear rubrics, insufficient evidence requirements, unstated evaluator authority limits, or missing owner routing details within the project workflow.