skill-integration

Define standardized skill discovery, referencing, and composition patterns for agents.

32|5|Updated Oct 19, 2025
One-click install
npx skills add https://github.com/akaszubski/autonomous-dev --skill skill-integration
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-integration
Source: https://github.com/akaszubski/autonomous-dev/tree/main/plugins/autonomous-dev/skills/skill-integration
Command: npx skills add https://github.com/akaszubski/autonomous-dev --skill skill-integration

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill defines standardized patterns for how agents discover, reference, and compose skills using progressive disclosure to prevent context bloat.

Core Features & Use Cases

  • Skill discovery via keywords
  • Progressive disclosure: metadata stays in context; full content loads on-demand
  • Skill composition: combining multiple skills for complex tasks
  • Skill reference format: consistent prompts for referencing skills

Quick Start

Reference the testing-guide skill via prompt; progressive disclosure loads details on-demand when needed.

Frequently Asked Questions about skill-integration

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

FAQPage Schema
How do I enable skill discovery and composition for autonomous agents?

Skill discovery uses keyword-based automatic activation with progressive disclosure—lightweight metadata (~50 tokens) stays in context while full content loads on-demand. This pattern scales to 100+ skills without context bloat, enabling multi-skill composition across discovery, design, testing, security, and documentation tasks.

What is progressive disclosure and why does it matter for skill management?

Progressive disclosure separates skill metadata (standardized reference format) from full content (5,000–15,000 tokens). Metadata remains in context for efficient lookup; complete details load only when needed. This prevents context bloat while maintaining end-to-end activation sequencing across complex agent workflows.

Can I compose multiple skills together for a single task?

Yes. Multi-skill composition combines skills across discovery, design, testing, security, and documentation workflows. Standardized skill reference formats and activation sequencing enable seamless coordination, allowing agents to sequence and compose 100+ skills efficiently within context constraints.

Does this work with Claude Code 2.0 and later prompts?

This Skill applies to Claude Code 2.0+ prompts and workflows. It standardizes how agents reference and activate skills through keyword-based triggers and progressive disclosure, scaling to support enterprise-grade skill libraries without exceeding token budgets.

What format do I use to reference skills in prompts?

Standardized skill reference formats define consistent patterns for how agents cite and activate skills. These formats integrate with progressive disclosure to enable automatic keyword matching and on-demand content loading, supporting reliable skill composition across multi-step workflows.