Engineering Agent Review Gates

Status: Public scaffold. Release status: scaffolded. License pending human review.

Purpose

This repository is the public-safe review gate library for Francisco Abner Rivera's autonomous engineering and AI-assisted engineering surface. It defines how agent-produced documentation, templates, examples, model-card materials, engineering review notes, and public artifacts are checked before they become GitHub proof, Hugging Face release support, or draft Upwork evidence.

The repo demonstrates agentic engineering discipline: autonomy does not remove human quality gates, status accuracy, boundary review, release review, or refusal rules. It is the public review layer, not the private YOSO-YAi production agent system.

What This Repo Proves

Proof area	Public-safe proof
Human authority	Agent output cannot become public proof without a human review gate.
Status accuracy	Planned or scaffolded work cannot be described as published, released, deployed, client-proven, or benchmarked.
Boundary review	Secrets, prompts, corpora, endpoints, topology, private memory, customer data, CAD/KiCad/USD assets, and sealed implementation details are blocked.
Release readiness	Hugging Face model, dataset, report, and Space claims require evidence, limitations, provenance, companion links, and approval.
Cross-discipline discipline	Gates can apply to mechanical/electrical documentation, AI workflows, README productization, HF cards, and future agent harnesses.

Gate Set

Gate	Role
README_REVIEW_GATE.md	Checks purpose, status, audience, and technical usefulness.
SECRET_REVIEW_GATE.md	Blocks secrets, credentials, endpoints, private topology, and sealed implementation leakage.
STATUS_ACCURACY_GATE.md	Ensures status labels match real artifact state.
MODEL_DATASET_RELEASE_GATE.md	Blocks fake Hugging Face, model, dataset, Space, or release claims.
PUBLICATION_GATE.md	Requires human authorization before public use.
REVIEW_CHECKLIST.md	Publication-review checklist for this scaffold.

Proof Routing

Surface	Role
franzabner-proof-stack	Public proof navigation and claim-control layer; indexing this repo requires a separate reviewed proof-stack update.
GitHub	Public scaffold proof of agentic engineering quality control after review, repo creation, first commit, and push approval.
Hugging Face	Review support for model, dataset, report, and Space cards only; no artifact is created or claimed.
Upwork	Future draft proof for AI output review gates, release-readiness documentation, and public/private/sealed cleanup after human review.

Private And Sealed Exclusions

This repo does not publish live Upwork copy, certify compliance, release models, release datasets, create Spaces, expose private YOSO-YAi internals, or disclose private prompts, credentials, corpora, endpoints, logs, infrastructure, memory, customer work, or sealed implementation.

Scope Limits

This scaffold does not authorize Hugging Face repository creation, live Upwork copy, license selection, edits to other Franzabner repos, release claims, deployment claims, client claims, or disclosure of private implementation.