AMAP-ML/SkillClaw
Let Skills Evolve Collectively with Agentic Evolver
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
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Latest capture 2026-10-08 03:08
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Let Skills Evolve Collectively with Agentic Evolver
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Production-grade engineering skills for AI coding agents.
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs