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This repository provides the tools necessary to develop and optimize agent skills from scratch. It enables builders to structure skill descriptions for higher triggering accuracy and implement progressive disclosure patterns.
Beyond creation, the toolkit includes utilities for measuring performance through variance analysis and running evaluations to ensure skills behave predictably across different scenarios.
WHO IT'S FOR
AI agent / automation builders
creating and optimizing skills for AI agents
Claude Code plugin developers
implementing skill structure and best practices
AI workflow engineers
benchmarking skill performance with variance analysis
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.