skill-generation

Generate Claude Code skills and AGENTS.md from repository context.

95|4|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/aspenkit/aspens --skill skill-generation-aspenkit
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-generation
Source: https://github.com/aspenkit/aspens/tree/main/.agents/skills/skill-generation
Command: npx skills add https://github.com/aspenkit/aspens --skill skill-generation-aspenkit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This pipeline automates the end-to-end generation of Claude Code skills and AGENTS.md content from repository context. It orchestrates model prompts, context building, and output parsing to produce production-ready skill artifacts.

Core Features & Use Cases

  • Doc-init pipeline that selects backends, scans the codebase, discovers domains, builds a canonical representation of skills, and outputs ready-to-use skill files.
  • Prompt system & context builder that loads canonical prompts, constructs per-skill context, and orchestrates multi-target transforms for Claude and non-Claude targets.
  • Incremental writing & validation that streams outputs, validates chunks, and writes files while preserving hand-written content when applicable.

Quick Start

Run the doc-init workflow to generate initial skill skeletons for a repository and inspect the generated skill files.

Frequently Asked Questions about skill-generation

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

FAQPage Schema
How do I generate Claude Code skills from an existing repository?▼

To generate Claude Code skills from a repository, run the doc-init workflow to scan the codebase, discover domains, and output ready-to-use skill files. The pipeline builds per-skill context and orchestrates transforms to produce production-ready artifacts.

What is the doc-init pipeline for Claude Code skill generation?▼

The doc-init pipeline is an automated workflow that scans repository context, selects backends, discovers domains, and builds a canonical representation of skills to output multi-target skill files, hooks, and prompts.

Can I generate AGENTS.md content automatically from my codebase?▼

Yes, you can generate AGENTS.md content automatically by running the doc-init workflow. The pipeline orchestrates context building and output parsing to translate repository context into AGENTS.md and skill artifacts.

How does context building work for automated skill generation?▼

Context building for automated skill generation loads canonical prompts and constructs per-skill context from repository scanning results. It then orchestrates multi-target transforms for Claude and non-Claude targets to produce skill files.

Does automated skill generation preserve hand-written content in existing files?▼

Yes, automated skill generation uses incremental writing and validation that streams outputs, validates chunks, and writes files while preserving hand-written content when applicable during the generation process.

What's the best way to create prompt systems for Claude Code without manual setup?▼

The best way to create prompt systems without manual setup is running the doc-init workflow. It loads canonical prompts, constructs per-skill context, and orchestrates multi-target transforms to generate production-ready skill artifacts automatically.