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.