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skill-factory

Automate software development pipelines from structured specifications to validated implementation outcomes.

Updated Jun 16, 2026
Search Tags:#specification#code generation#validation#multi-agent#orchestration#autonomous build
One-click install
npx skills add https://github.com/burgebj/claudeoctopus --skill skill-factory-burgebj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-factory
Source: https://github.com/burgebj/claudeoctopus/tree/main/.claude/skills/skill-factory
Command: npx skills add https://github.com/burgebj/claudeoctopus --skill skill-factory-burgebj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of turning a project specification into a complete implementation workflow by coordinating multi-stage AI development, validation, and reporting instead of requiring manual execution of every step.

Core Features & Use Cases

  • Autonomous Build Pipeline: Runs a structured spec-to-delivery workflow with parsing, scenario generation, implementation, holdout evaluation, scoring, and reporting.
  • Multi-Provider Validation: Coordinates external AI providers such as Codex, Gemini, and Antigravity CLI to challenge assumptions and improve solution quality.
  • Use Case: A developer with a validated specification can use this Skill to generate and evaluate a project implementation while receiving consensus scores, reports, and recommended next steps.

Quick Start

Use the skill-factory skill to run the complete autonomous build pipeline for my project specification file.

Frequently Asked Questions about skill-factory

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

FAQPage Schema
How do I automate code generation from a project specification?▼

Autonomous build pipelines coordinate multi-stage AI development by parsing structured specifications, generating scenarios, implementing solutions, and running holdout evaluation. This Skill executes that complete spec-to-delivery workflow, applying validation gates and generating factory reports for controlled delivery.

Can I use multiple AI providers to validate my autonomous build pipeline?▼

Multi-provider validation challenges assumptions and improves solution quality by coordinating external AI providers. This Skill integrates Codex, Gemini, and Antigravity CLI to run validation checks during your autonomous build pipeline and deliver consensus scores.

What is a multi-agent engineering workflow for autonomous project generation?▼

A multi-agent engineering workflow coordinates multiple AI stages to turn a validated specification into a complete implementation. It handles parsing, implementation, holdout evaluation, scoring, and reporting without requiring manual execution of every step.

Does the autonomous build pipeline require specific tools to run?▼

The autonomous build pipeline requires executing an orchestration script and available external AI providers. You need a structured project specification file, provider availability checks, and validation gates to ensure controlled delivery and generate factory reports.

How do I evaluate code quality in an AI-generated implementation?▼

Evaluating code quality in an AI-generated implementation involves running holdout evaluation and scoring against validation gates. This Skill automates that process, providing consensus scores, detailed factory reports, and recommended next steps after the implementation is complete.

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