autopilot

Name: autopilot
Availability: InStock
Author: jukqaz

Automate staged task iteration from scoped plan to verified output.

Updated Aug 23, 2026

Search Tags:#workflow #planning #qa #verification #iteration #execution #autopilot

Ready to run

npx skills add https://github.com/jukqaz/stack-pilot --skill autopilot-jukqaz

💬 Prompt for ChatGPT / Claude Chat▼

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.