skills.rest
lostsolution
lostsolutionOFFICIAL
Explore all skills by this author →
WebsiteGitHub

autopilot

Generate domain files, coupling edges, and codestyle guides for software projects.

Updated Aug 23, 2026
Search Tags:#automation#code analysis#documentation#coupling#domain mapping#codestyle
One-click install
npx skills add https://github.com/lostsolution/makelele --skill autopilot-lostsolution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/lostsolution/makelele/tree/main/skill-graph/skills/autopilot
Command: npx skills add https://github.com/lostsolution/makelele --skill autopilot-lostsolution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the time-consuming process of generating documentation, identifying code coupling, and establishing coding standards for software projects.

Core Features & Use Cases

  • Unsupervised Documentation: Generates draft domain files, coupling edges, and codestyle guides.
  • Domain Mapping: Reads code across mapped domains to build a comprehensive skill graph.
  • Use Case: A development team can use this Skill to quickly generate initial documentation for a new microservice, identify its dependencies, and establish consistent coding practices, significantly speeding up the onboarding and review process.

Quick Start

Run the autopilot skill to begin documenting the project's domains.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate code documentation and domain mapping for a new software project?▼

Automate code documentation by running the skill to generate draft domain files, coupling edges, and codestyle guides. It reads code across mapped domains to build a comprehensive skill graph using background sub-agents.

How does unsupervised code analysis identify coupling edges and dependencies?▼

Unsupervised code analysis identifies coupling edges by reading code across mapped domains to build a skill graph. It leverages background sub-agents to support domain-aware context injection and dependency analysis within the codebase.

What is the best way to establish consistent coding standards and generate a codestyle guide?▼

The best way to establish consistent coding standards is using automated code analysis to generate a draft codestyle guide. This speeds up the onboarding and review process by identifying dependencies and establishing practices without manual review.

Can I use automated domain mapping to document microservices and identify their dependencies?▼

Yes, you can use automated domain mapping to document microservices. It reads code across mapped domains to generate comprehensive documentation and perform dependency analysis, significantly speeding up the onboarding process for development teams.

Does automated code analysis require manual supervision to generate domain files?▼

No, automated code analysis is unsupervised and does not require manual supervision to generate documentation. It uses background sub-agents to autonomously create draft domain files, coupling edges, and codestyle guides for the software project.

Related Skills

Explore More Software Engineering Skills→
bs-koobs-koo

reverse-scan-source

Scan source code projects to reverse-engineer DE-05 program definitions.

Community
Advanced
KaakatiKaakati
2

onboarding

Generate developer onboarding guides with setup, architecture, and workflow documentation.

Community
Intermediate
jymchngjymchng

inject-wrapper

Guide cloning, destructuring, and singleton assertions for Rust's Inject<T> wrapper.

Community
Intermediate
tfunk1030tfunk1030
1

research

Document a codebase as-is with parallel sub-agents and metadata-rich architecture references.

Community
Intermediate