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autopilot

Orchestrate end-to-end coding workflows from repo inspection to pull request delivery.

8|1|Updated Jul 2, 2026
Search Tags:#code review#pull request#test-driven development#github issues#coding workflow#autopilot
One-click install
npx skills add https://github.com/duthaho/skillhub --skill autopilot-duthaho
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/duthaho/skillhub/tree/main/.claude/skills/autopilot
Command: npx skills add https://github.com/duthaho/skillhub --skill autopilot-duthaho

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes the repetitive coordination work of turning a repo change into a finished pull request, so one deliberate approval can drive planning, implementation, review, and delivery.

Core Features & Use Cases

  • End-to-end task execution: Orchestrates mapping, spec writing, planning, issue creation, implementation, review, and merge-ready shipping.
  • Safe autonomous operation: Uses bounded critique loops, review gates, honest parking of unresolved decisions, and explicit consent before acting.
  • GitHub-backed delivery: Creates branches, issues, and pull requests with traceable evidence and progress reporting.
  • Use Case: You want a feature, bugfix, or refactor completed with minimal supervision, and you want the agent to produce a PR with tests, evidence, and clear status updates.

Quick Start

Ask the skill to run a specific coding task end to end, such as an audit, feature, or bugfix, and let it produce the spec, plan, implementation, review, and pull request trail.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate the coding workflow from planning to a GitHub pull request?▼

Automating the coding workflow requires orchestrating repo inspection, spec writing, implementation, and test-driven validation to deliver a merge-ready pull request. You can drive this entire loop with a single approval, letting the agent manage branch creation and issue tracking autonomously.

What is test-driven development validation in an autonomous coding workflow?▼

Test-driven development validation in an autonomous coding workflow is the process of writing and running tests to verify implementation correctness before delivering a pull request. It ensures feature work, bug fixes, and refactors meet quality standards through bounded critique loops and review gates.

Can I use autonomous branch management for refactoring tasks without constant supervision?▼

Yes, autonomous branch management supports refactoring tasks with minimal supervision by using explicit consent gates before acting and honest parking of unresolved decisions. It creates traceable branches and issues while applying critique loops to ensure safe operation.

What's the best way to structure GitHub issues for an end-to-end coding task?▼

Structuring GitHub issues for an end-to-end coding task involves mapping the repository, writing a clear spec, and creating issues that track planning, implementation, and review progress. This provides traceable evidence and clear status updates throughout the autonomous workflow.

How does the code review critique loop handle unresolved decisions?▼

The code review critique loop handles unresolved decisions by honestly parking them rather than forcing a resolution. It uses bounded review gates and requires explicit consent before proceeding to ensure structured decision tracking throughout the pull request delivery.

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