12 open-source projects share topics or a category with human-writing. Each comparison below is drawn from recorded GitHub metadata — language, license, activity and review status. None of them is a judgement about which is better for you.
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 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.
Choose scientific-agent-skills if…
you want the more widely starred option (55.9k)
you want the more recently updated codebase
you specifically need ai-scientist or bioinformatics
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,115+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.
Choose agentic-awesome-skills if…
you want the more widely starred option (49.1k)
you want the more recently updated codebase
you specifically need agentic-skills or ai-agent-skills
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before you install them.
Choose SkillSpector if…
Apache License 2.0 suits your use better than MIT License
you want the more widely starred option (24.1k)
you want the more recently updated codebase
you specifically need agent-security or agentic-ai
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.