engineer-execution-reviewer

Audit engineering execution revisions against validation and simulation evidence.

2|Updated Jan 31, 2026

Search Tags:#validation #simulation #evidence #engineering #cad #execution-review

Ready to run

npx skills add https://github.com/MRiabov/Problemologist-AI --skill engineer-execution-reviewer

💬 Prompt for ChatGPT / Claude Chat▼

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.