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ShaheerKhawaja
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auto-mode

Orchestrate a 10-phase software pipeline with stateful resume and gate-driven decisions.

8|Updated Mar 17, 2026
Search Tags:#automation#workflow#resume#lifecycle#phases#orchestrate
One-click install
npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill auto-mode
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auto-mode
Source: https://github.com/ShaheerKhawaja/ProductionOS/tree/main/skills/auto-mode
Command: npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill auto-mode

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the end-to-end lifecycle from idea to running code by coordinating a 10-phase pipeline, gated decision points, and reproducible artifacts, enabling teams to deliver software more predictably with stateful resumability.

Core Features & Use Cases

  • 10-phase pipeline with LEAN orchestration and wave-based parallelism, covering intake, research, challenge, PRD/SRS, architecture, implementation planning, scaffolding, code generation, verification, and delivery.
  • Stateful resumability via STATE.json and a resume flag to continue work from the last checkpoint.
  • Gate-driven workflow with HARD and soft gates and automatic pass for non-blocking phases when depth is quick.
  • Integrates with sub-skills and routes tasks to specialized agents such as /deep-research, /auto-swarm-nth, /production-upgrade, /security-audit, and /ship.

Quick Start

Provide an idea description (and optional depth) to start the Auto-Mode workflow.

Frequently Asked Questions about auto-mode

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

FAQPage Schema
How do I automate the software development lifecycle from idea to running code?▼

Automate the software development lifecycle by providing an idea description to start a 10-phase pipeline covering intake, research, architecture, code generation, and delivery. This stateful orchestration uses gate-driven decisioning to turn your idea into running code predictably.

Can I resume an automated workflow if my code generation pipeline is interrupted?▼

You can resume an automated workflow using stateful resumability via a STATE.json file and a resume flag. This lifecycle orchestration saves your progress at the last checkpoint, allowing you to continue code generation without restarting the pipeline.

How does gate-driven decisioning work in an automated development pipeline?▼

Gate-driven decisioning in this development pipeline uses HARD and soft gates to manage phase progression. Non-blocking phases pass automatically when depth is set to quick, ensuring risk gating and artifact management proceed efficiently across the orchestration workflow.

How do I orchestrate parallel tasks during the software architecture and implementation phases?▼

Orchestrate parallel tasks using wave-based parallelism within the 10-phase pipeline. This LEAN orchestration approach manages software architecture, scaffolding, and code generation concurrently to streamline the development lifecycle.

Does automated lifecycle orchestration integrate with security audit and deployment sub-skills?▼

Automated lifecycle orchestration integrates with specialized sub-skills and routes tasks to agents like /deep-research, /security-audit, and /ship. This integration coordinates research, security verification, and final delivery within your workflow.

What is the best way to manage risk gating across a multi-phase software delivery pipeline?▼

Manage risk gating across a software delivery pipeline by applying an automated 10-phase workflow with HARD and soft gates. This stateful orchestration ensures risk checks and artifact management are handled predictably from intake to delivery.

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