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SkillHub ClubAnalyze Data & AIFull StackDevOpsData / AI

Engine

A deterministic validation pipeline that automatically checks AI-generated code and assets against quality gates like tests, security, and budget before production deployment.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
0
Hot score
74
Updated
March 20, 2026
Overall rating
C0.0
Composite score
0.0
Best-practice grade
N/A

Install command

npx @skill-hub/cli install matt-fell-ai-pai-engine
validationquality-assuranceautomationsecuritytesting

Repository

matt-fell-ai/PAI

Skill path: skills/Engine

A deterministic validation pipeline that automatically checks AI-generated code and assets against quality gates like tests, security, and budget before production deployment.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, DevOps, Data / AI, Security, Testing.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: matt-fell-ai.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install Engine into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/matt-fell-ai/PAI before adding Engine to shared team environments
  • Use Engine for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.