The best Supervisor-Skills alternatives

AI-Research-SKILLs

Orchestra-Research/AI-Research-SKILLs

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.

Choose AI-Research-SKILLs if…

• you would rather work in TeX than Python
• you need a detected license — this one reports MIT License
• you specifically need ai or claude

Shares ai-research, skills with Supervisor-Skills.

academic-research-skills

Imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Choose academic-research-skills if…

• you want the more widely starred option (56.7k)
• you specifically need academic-pipeline or academic-writing

Shares ai-research with Supervisor-Skills.

skills

google/skills

Agent Skills for Google products and technologies

Choose skills if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (24.1k)
• you specifically need google or googlecloud

Shares skills with Supervisor-Skills.

khazix-skills

KKKKhazix/khazix-skills

数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: leader（帮你定义目标）, neat-freak 洁癖, hv-analysis, khazix-writer & more — Claude Code, Codex & 40+ agents

Choose khazix-skills if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (22.2k)
• you specifically need agent-skills or ai-agents

Shares skills with Supervisor-Skills.

anysearch-skill

anysearch-ai/anysearch-skill

Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.

Choose anysearch-skill if…

• you need a detected license — this one reports Apache License 2.0
• you specifically need ai-search or anysearch

Shares skills with Supervisor-Skills.

screenwriting-skills

jtydhr88/screenwriting-skills

Professional agent skills for screenwriting, television writing and dramaturgy

Choose screenwriting-skills if…

• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need ai

Shares skills with Supervisor-Skills.

graphify

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Choose graphify if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (146.7k)
• you specifically need ai-agents or antigravity

Shares skills with Supervisor-Skills.

CowAgent

zhayujie/CowAgent

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

Choose CowAgent if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (47.9k)
• you specifically need ai or ai-agent

Shares skills with Supervisor-Skills.

claude-plugins-official

anthropics/claude-plugins-official

Official, Anthropic-managed directory of high quality Claude Code Plugins.

Choose claude-plugins-official if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (47.0k)
• you specifically need claude-code or mcp

Shares skills with Supervisor-Skills.

nuwa-skill

alchaincyf/nuwa-skill

你想蒸馏的下一个员工，何必是同事。蒸馏任何人的思维方式——心智模型、决策启发式、表达DNA。Distill how anyone thinks.

Choose nuwa-skill if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (38.1k)
• you specifically need agent-skills or ai-agents

Shares skills with Supervisor-Skills.

notebooklm-py

teng-lin/notebooklm-py

Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to Gemini Notebook's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.

Choose notebooklm-py if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (20.2k)
• you specifically need agentic-skill or claude-skills

Shares skills with Supervisor-Skills.

Auto-claude-code-research-in-sleep

wanshuiyin/Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

Choose Auto-claude-code-research-in-sleep if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (19.1k)
• you specifically need ai-tools or aris

Shares ai-research with Supervisor-Skills.