skill-factory

Automate the end-to-end build-and-ship workflow from a specification.

1|Updated Jun 12, 2026
One-click install
npx skills add https://github.com/mhdxbilal/Ai --skill skill-factory-mhdxbilal
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-factory
Source: https://github.com/mhdxbilal/Ai/tree/main/.claude/skills/skill-factory
Command: npx skills add https://github.com/mhdxbilal/Ai --skill skill-factory-mhdxbilal

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the creation of a complete build-and-ship workflow from a formal specification, eliminating manual orchestration and speeding up delivery.

Core Features & Use Cases

  • Orchestrates a full NLSpec-driven pipeline to parse, generate scenarios, embrace, holdout, score, and report.
  • Supports repeatable factory runs from specs describing product features, architectures, or development deliverables.
  • Produces deterministic artifacts (factory reports, satisfaction scores) for audit and iteration.

Quick Start

Provide a NL spec file path and start the factory run from that spec.

Frequently Asked Questions about skill-factory

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

FAQPage Schema
How do I automate build-and-ship workflows from a specification file?

You can automate build-and-ship workflows from a specification by running an NLSpec-driven pipeline that parses the spec, generates scenarios, scores results, and outputs deterministic factory reports for audit.

How does scenario generation work for product feature specs?

Scenario generation works by parsing your formal specification to automatically create test scenarios, which are then evaluated through embrace and holdout phases to produce satisfaction scores and factory reports.

Can I use this build orchestration tool for architecture and development plan specs?

Yes, the build orchestration tool supports specs describing product features, architectures, or development deliverables, running repeatable factory runs across all valid specification types.

How do I start an automated factory run from an NL spec?

To start an automated factory run, provide the file path to your NL spec. The pipeline enforces an 8-step activation contract and strict validation gates to deliver a production-ready project.

What are the limitations of automating DevOps build orchestration from specs?

Limitations include strict dependency on providing a valid formal specification file path upfront, and adherence to an 8-step activation contract with strict validation gates that halt runs if specs fail validation checks.