autopilot-code

Automate code lifecycle planning, execution, testing, and reporting with QA loops.

7|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-code
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot-code
Source: https://github.com/dmlguq456/claude_setting/tree/main/skills/autopilot-code
Command: npx skills add https://github.com/dmlguq456/claude_setting --skill autopilot-code

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Unified across the code lifecycle with deterministic plan creation, refinement, execution, testing, and final reporting, including QA loops and autonomy gating.

Core Features & Use Cases

  • Orchestrates init-plan → refine-plan → execute-plan → run-test → final-report in a single, repeatable pipeline.
  • Supports dev/audit/debug modes with mode-specific behavior, QA depth, and autonomy controls.
  • Logs decisions and statuses to pipeline_summary.md and manages plan artifacts for audits and reviews.

Quick Start

Start by running init-plan with a task description to create a plan, then let autopilot-code refine, execute, test, and finalize a report in the selected mode.

Frequently Asked Questions about autopilot-code

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

FAQPage Schema
How do I automate the end-to-end code pipeline from planning to testing?

You can automate the end-to-end code pipeline by orchestrating init-plan, refine-plan, execute-plan, run-test, and final-report stages in a single repeatable workflow with strict QA loops.

What is code lifecycle orchestration with QA gating?

Code lifecycle orchestration with QA gating coordinates deterministic plan creation, execution, and testing while applying mode-specific autonomy controls to ensure strict quality assurance loops are satisfied.

How do I execute code auditing and debugging pipelines with strict QA loops?

You execute code auditing and debugging pipelines by selecting mode-specific behaviors that apply strict QA depth and autonomy gating throughout the plan refinement, execution, and testing phases.

Does autonomous code execution support different modes for development and auditing?

Yes, autonomous code execution supports dev, audit, and debug modes with mode-specific behavior, QA depth, and autonomy controls to determine how plans are refined and executed.

How do I track decisions and generate reports for automated code pipelines?

You track decisions and generate reports for automated code pipelines by logging statuses and decisions to pipeline_summary.md and managing plan artifacts throughout the orchestration workflow for audits.

What is the best way to start an automated code planning workflow?

The best way to start an automated code planning workflow is to run init-plan with a task description, then let the pipeline autonomously refine, execute, test, and finalize the report in your selected mode.