autopilot

Automate staged task iteration from scoped plan to verified output.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/jukqaz/stack-pilot --skill autopilot-jukqaz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/jukqaz/stack-pilot/tree/main/addons/stackpilot-dev-kit/claude/skills/autopilot
Command: npx skills add https://github.com/jukqaz/stack-pilot --skill autopilot-jukqaz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Run a staged implementation loop from scoped plan through verification. Use when the task should move from clear scope to verified output with minimal steering.

Core Features & Use Cases

  • Bound the task to a scoped objective and produce a concise plan.
  • Execute the smallest credible change to prove feasibility.
  • Review, QA, and finalize with a clear verification report.

Quick Start

Provide a scoped task and let autopilot plan, execute a minimal change, and verify the result.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate staged task execution from planning to verification in Claude Code?

Automated staged task execution runs a scoped plan through minimal changes, QA review, and verification reporting within Claude Code workflows. It iterates from a bounded objective to verified output with minimal manual steering required.

What is the best way to execute the smallest credible change during a software iteration loop?

The smallest credible change is executed by generating a concise plan from a scoped objective, then proving feasibility with a minimal implementation. This automated iteration loop reviews and finalizes the result with a verification report.

How does a scoped plan generation work for automated implementation workflows?

Scoped plan generation bounds the task to a clear objective and produces a concise execution plan. The workflow then progresses through small changes, QA review, and verification reporting without requiring continuous user intervention.

When do I need automated verification reporting for staged task iteration?

Automated verification reporting is needed when a task must move from a scoped plan to verified output with minimal steering. It finalizes the staged implementation loop by confirming the smallest credible change satisfies the bounded requirements.

Can I use autopilot for tasks without a pre-defined scoped plan?

No, autopilot requires a bound task with a scoped objective to function correctly. The staged execution loop depends on generating a concise plan first, then progressing through minimal changes and QA to produce a verified output.