gsd-autonomous

Execute remaining milestone phases through discuss, plan, and run steps.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/BeiBei-Clic/ai-skills --skill gsd-autonomous-beibei-clic
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gsd-autonomous
Source: https://github.com/BeiBei-Clic/ai-skills/tree/main/gsd-autonomous
Command: npx skills add https://github.com/BeiBei-Clic/ai-skills --skill gsd-autonomous-beibei-clic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

You need an AI-driven way to complete the rest of a project milestone without manually issuing every phase command, while still pausing for important decisions and blockers.

Core Features & Use Cases

  • Autonomous milestone execution: runs the remaining milestone phases as discuss → plan → execute for each phase.
  • Stateful progress tracking: updates planning state and roadmap progress after each phase so you can audit what’s been done.
  • Controlled human gates: pauses for user decisions in “grey areas,” blocker handling, and validation requests to prevent unwanted actions.

Use it when you have an in-progress milestone and want the system to drive the workflow forward, generating phase artifacts (context, plans, summaries) until the milestone is complete and cleaned up.

Quick Start

Run gsd-autonomous in your workflow to have it automatically execute all remaining milestone phases from discuss through plan and execute, pausing only when you need to make decisions.

Frequently Asked Questions about gsd-autonomous

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

FAQPage Schema
How do I execute remaining project milestone phases autonomously without manual commands?▼

Autonomous milestone execution runs all remaining roadmap phases automatically by chaining discuss, plan, and execute steps per phase to complete the workflow end-to-end without manual intervention.

What is agent workflow orchestration for stateful task management?▼

Agent workflow orchestration coordinates phase discovery, routing, and execution across a milestone roadmap while updating planning state and progress after each phase for auditable tracking.

Can I pause autonomous execution for user decisions on project blockers?▼

Yes, controlled human gates pause autonomous execution for user decisions in grey areas, blocker handling, and validation requests to prevent unwanted actions before proceeding.

How do I set up planning state and roadmap initialization for autonomous milestone completion?▼

You must initialize roadmap state and discover remaining phases before execution, enabling the system to route and complete each phase while tracking progress for post-run milestone audit and cleanup.

Does autonomous task management work for in-progress milestones with existing phase artifacts?▼

Yes, it applies to in-progress milestones by picking up remaining phases, generating context and plan artifacts, and executing through to milestone completion and final cleanup.

What happens after autonomous execution completes all milestone phases?▼

Post-run milestone audit, completion, and cleanup processes execute automatically after all phases finish, ensuring planning state is finalized and roadmap progress is fully updated.