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mingshi2333
mingshi2333COMMUNITY
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𝕏@Akashi_Mio1GitHub

autopilot

Execute approved work from formal artifacts with resumable multi-stage workflows.

Updated Mar 12, 2026
Search Tags:#automation#workflow#code generation#execution#openspec#resumable#artifact-driven
One-click install
npx skills add https://github.com/mingshi2333/resumable-agent-workflow --skill autopilot-mingshi2333
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/mingshi2333/resumable-agent-workflow/tree/main/claude/skills/autopilot
Command: npx skills add https://github.com/mingshi2333/resumable-agent-workflow --skill autopilot-mingshi2333

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the end-to-end execution of pre-approved work, ensuring that tasks are completed precisely as specified in formal artifacts, from planning through to validation.

Core Features & Use Cases

  • Artifact-Driven Execution: Executes work based on approved review dispositions, handoff artifacts, or formal specifications like OpenSpec.
  • Resumable Sessions: Workflow progress is saved and can be resumed from the point of interruption.
  • Gated Workflow: Enforces review and validation gates before proceeding with implementation.
  • Use Case: After a code change has been reviewed and approved, Autopilot can take the approved specifications and automatically implement, test, and verify the changes, ensuring adherence to the original plan.

Quick Start

Use the autopilot skill to execute the approved work defined in the latest handoff artifact.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate code execution from approved specifications?▼

Automating code execution from approved specifications is done by processing formal artifacts like OpenSpec, review dispositions, and handoff documents to drive multi-stage workflows including planning, implementation, QA, and validation.

Can I resume an automated workflow if the execution is interrupted?▼

Yes, you can resume automated workflows after interruptions because the system uses durable state and resumable sessions, allowing task graphs to continue ordered execution from the exact point of failure.

How do review gates work in artifact-driven workflow automation?▼

Review gates in artifact-driven workflow automation enforce validation checks before proceeding with implementation, ensuring that code generation strictly adheres to approved review dispositions and runtime contracts.

What is the best way to manage multi-stage code generation and testing?▼

The best way to manage multi-stage code generation and testing is using a gated workflow that prioritizes handoff artifacts over raw specifications, automatically implementing, testing, and verifying changes through structured task graphs.

Does this workflow automation tool require formal specifications to start?▼

No, the tool does not strictly require formal specifications to start; it can execute work by prioritizing approved review dispositions and handoff artifacts, though it fully supports OpenSpec formats.

Why use task graphs for automated workflow execution?▼

Task graphs are used for automated workflow execution to enforce ordered processing of stages, manage runtime contracts, and maintain durable state across complex code generation and validation sequences.

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