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.