engineer-execution-reviewer

Audit engineering execution revisions against validation and simulation evidence.

2|Updated Jan 31, 2026
One-click install
npx skills add https://github.com/MRiabov/Problemologist-AI --skill engineer-execution-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: engineer-execution-reviewer
Source: https://github.com/MRiabov/Problemologist-AI/tree/main/.agents/skills/engineer-execution-reviewer
Command: npx skills add https://github.com/MRiabov/Problemologist-AI --skill engineer-execution-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a read-only, evidence-based review of engineering execution revisions, ensuring fidelity to plans, manufacturability constraints, and robust validation before gate approval.

Core Features & Use Cases

  • Evidence-driven assessment of the latest solution revision against validation and simulation results.
  • Stage-gate decision support by documenting compliance with cost, manufacturability, and motion-plausibility criteria.
  • Media-backed review references to validation_results.json, simulation_result.json, scene.json, and associated render/video evidence to justify decisions.

Quick Start

Review the latest solution revision, inspect all available evidence (validation results, simulation results, scene data, and render media), and submit the stage-scoped YAML review.

Frequently Asked Questions about engineer-execution-reviewer

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

FAQPage Schema
What is evidence-based execution review for engineering revisions?

Evidence-based execution review audits the latest engineering solution revisions against validation and simulation evidence. It assesses revisions for fidelity to plans, manufacturability constraints, and robust validation before stage-gate approval.

How do I audit engineering execution revisions using simulation and validation evidence?

To audit execution revisions, review the latest solution revision and inspect all available evidence. Access validation_results.json, simulation_result.json, scene.json, and render media to generate a structured YAML review for stage-gate decisions.

Do I need validation_results.json and simulation_result.json to generate an execution review?

Yes, you need validation_results.json, simulation_result.json, scene.json, and associated media evidence. The execution review requires these files to document compliance with cost, manufacturability, and motion-plausibility criteria.

Can I use execution review for stage-gate decisions and post-coder-review gates?

Yes, execution review applies to post-coder-review gates, validation efforts, and execution decisions. It provides stage-gate decision support by documenting compliance with manufacturability and motion-plausibility criteria through media-backed references.

What is the best way to document compliance with manufacturability constraints during an execution review?

The best way to document compliance is by cross-referencing the latest solution revision with validation and simulation results. Generate a structured YAML review that justifies decisions using scene data and associated render or video evidence.

Why does my execution review require access to scene.json and render media?

Execution review requires scene.json and render media to perform a media-backed assessment. These files provide the necessary evidence to justify stage-gate decisions and verify motion-plausibility criteria for the engineering revision.