Generates standardized Claude Code skills for external tools, CLIs, and MCP servers using an interactive, research-driven workflow.
Tool Skill Architect is a specialized capability designed to help developers create high-quality, agent-ready documentation for external-facing tools. By guiding the user through a structured six-phase process—including codebase research, scope definition, and progressive disclosure—it produces concise SKILL.md files and reference documentation. This ensures that AI agents understand exactly when to use a tool, which commands to call, and how to avoid common pitfalls, bridging the gap between raw code and intelligent agent behavior.
Key Features
01Interactive research phase that validates documentation against actual source code
02Intelligent scope assessment to recommend single vs. multi-skill architectures
032 GitHub stars
04Automated tap.json entry generation for seamless skill repository integration
05Progressive disclosure system for managing deep technical references without context bloat
06Standardized SKILL.md generation with optimized frontmatter and 'when to use' triggers
Use Cases
01Building a skill that teaches Claude how to use a custom internal CLI or infrastructure tool
02Creating documentation for an MCP server that optimizes how agents interpret tool schemas
03Converting complex library APIs into streamlined agent workflows with clear implementation patterns