dev-workflow

Orchestrate AI-driven development workflows across multiple repositories with human gates.

11|4|Updated Apr 27, 2026
One-click install
npx skills add https://github.com/MostAshraf/ai-sdlc-harness --skill dev-workflow-mostashraf
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: dev-workflow
Source: https://github.com/MostAshraf/ai-sdlc-harness/tree/main/skills/dev-workflow
Command: npx skills add https://github.com/MostAshraf/ai-sdlc-harness --skill dev-workflow-mostashraf

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as the central orchestrator for AI-driven development workflows, coordinating planners, developers, testers, and reviewers across multiple repositories with provider adapters and human gates to ensure alignment with the plan.

Core Features & Use Cases

  • Coordinates Planner, Developer, Reviewer, and Tester agents through all phases for User Stories / Issues that span multiple repos.
  • Supports multiple work item providers (ADO, Jira, GitLab, GitHub, Zoho, and local Markdown) and multiple git providers, enabling parallel lanes with per-repo sequential execution.
  • Enforces orchestration rules and cross-repo contracts, while surfacing human gates at key milestones.

Quick Start

Run /init-workspace to discover your repos, then start the full workflow with /dev-workflow <Work-Item-ID>.

Frequently Asked Questions about dev-workflow

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

FAQPage Schema
How do I orchestrate AI-driven development workflows across multiple repositories?

You can orchestrate AI-driven development workflows across multiple repositories by coordinating planner, developer, tester, and reviewer agents through planning, development, testing, and PR creation phases. This process enforces cross-repo contracts and surfaces human gates at key milestones to ensure alignment with the plan.

What is an AI orchestrator for multi-repo development?

An AI orchestrator for multi-repo development coordinates planners, developers, testers, and reviewers across multiple repositories. It executes parallel lanes with per-repo sequential processing, enforces cross-repo contracts, and surfaces human gates at key milestones to ensure alignment with the plan.

How do I start a multi-repo dev workflow with a work item ID?

To start a multi-repo dev workflow, run the init-workspace command to discover your repositories, then execute the dev-workflow command with your specific Work-Item-ID. The workflow reads configuration from language-config.md and provider-config.md files to initiate planning, development, testing, and PR creation.

Does AI workflow orchestration work with Jira and GitHub work item providers?

Yes, AI workflow orchestration supports multiple work item providers including Jira, GitHub, ADO, GitLab, Zoho, and local Markdown. It also supports multiple git providers, enabling parallel execution lanes across different platforms for your user stories and issues.

Can I enforce cross-repo contracts and human gates during PR automation?

Yes, you can enforce cross-repo contracts and human gates during PR automation. The orchestrator enforces orchestration rules and cross-repo contracts throughout the workflow, surfacing human gates at key milestones to ensure alignment with the overall development plan.