autopilot

Orchestrates autonomous planning, implementation, and code review cycles for complex tasks.

Updated Jan 4, 2026
One-click install
npx skills add https://github.com/YeaChan05/Remittance --skill autopilot-yeachan05
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/YeaChan05/Remittance/tree/main/.codex/skills/autopilot
Command: npx skills add https://github.com/YeaChan05/Remittance --skill autopilot-yeachan05

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot addresses the need for autonomous handling of complex tasks by orchestrating a tri-phasic workflow (planning, implementation, and review) with automatic iteration when reviews are not clean.

Core Features & Use Cases

  • Three-phase loop: ralplan (planning), ralph (implementation + verification), and code-review (merge readiness) with looping on non-clean reviews.
  • State and handoff management: persists context snapshots, plan artifacts, implementation evidence, and review verdicts to enable resumable execution.
  • Use Case: Turn a difficult requirement into implementation-ready code through autonomous planning, coding, testing, and review.

Quick Start

Start autopilot on a defined task to cycle through planning, implementation, and code review until the result is clean.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate an end-to-end development workflow from planning to code review?

Autonomous end-to-end task delivery orchestrates a tri-phasic workflow: planning, implementation, and code review. It handles complex development tasks by cycling through these phases and automatically iterating when reviews are not clean.

What is the best way to convert a PRD into implementation-ready code autonomously?

Converting a PRD into code autonomously requires a tri-phasic pipeline that processes requirement artifacts for planning, executes implementation with verification, and applies gatekeeping via a code-review phase to ensure merge readiness.

Can I resume an autonomous coding workflow if it stops during the implementation phase?

Yes, autonomous coding workflows support resumable execution through state and handoff management. The system persists context snapshots, plan artifacts, implementation evidence, and review verdicts to enable resumable autonomous execution.

How does autonomous code review handle iterative refinement for complex development tasks?

Autonomous code review handles iterative refinement by looping on non-clean reviews. The workflow satisfies a strict lifecycle protocol with pre-context intake and phase handoffs, automatically cycling back through implementation until the result is clean.

Do I need any specific dependencies to run an autonomous task delivery pipeline?

No specific dependencies are required to run an autonomous task delivery pipeline. The workflow operates independently to orchestrate planning, implementation, and code review phases without external component dependencies.

When should I use an autonomous workflow for complex development tasks instead of manual coding?

You should use an autonomous workflow for complex development tasks when requirements demand iterative refinement and strict gatekeeping. It is ideal for PRD-to-code pipelines where automatic cycling between planning, implementation, and review ensures clean results.