skills.rest
sjtu-sai-agentssjtu-sai-agentsOfficial·4 Agent Skills Included

EvoMaster

Build self-evolving agents for scientific research and discovery

Builds autonomous research agents that plan, run experiments, call tools, and improve themselves across iterations. Removes the engineering burden of wiring tool calling, skill composition, memory, and multi-agent orchestration from scratch. Includes ready-made scientific agents for machine learning, web research, and materials science, plus PDF, RAG, and MCP-building skills.
215|34
↗
npx skills add sjtu-sai-agents/EvoMaster --all -g -y

All Skills in This Repository (4)

Pure Emerald Level Indicators
📦 In Repo
sjtu-sai-agentssjtu-sai-agents

pdf

Extract text and tables from PDFs using Python libraries.

Official
Advanced
📦 In Repo
sjtu-sai-agentssjtu-sai-agents

rag

Load FAISS indexes and retrieve content via dot-path queries.

Official
Intermediate
📦 In Repo
sjtu-sai-agentssjtu-sai-agents

skill-creator

Create, organize, and package modular Claude skills with Python scripts.

Official
Intermediate
📦 In Repo
sjtu-sai-agentssjtu-sai-agents

mcp-builder

Bootstrap standardized MCP servers for Python FastMCP and Node/TypeScript MCP SDK.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install EvoMaster?▼

Run `npx skills add sjtu-sai-agents/EvoMaster --all -g -y` in your terminal to install all skills in this suite globally.

What is EvoMaster used for?▼

EvoMaster is a framework for building autonomous research agents that can plan tasks, execute tools, and self-improve over repeated runs. It powers scientific agents for machine learning, web research, and materials science.

Can EvoMaster agents improve themselves automatically?▼

Yes. EvoMaster supports run-level self-evolution, where agents analyze their own execution history, generate improved prompts and skills, and rerun tasks with the upgraded configuration.

Does EvoMaster support MCP tools and external APIs?▼

Yes. Agents can connect to any MCP server through a simple config file, and the suite includes a dedicated skill for building high-quality MCP servers in Python or TypeScript.

Do I need deep coding experience to use EvoMaster?▼

Basic Python knowledge helps, but the framework is designed for rapid setup with plug-and-play components. You can launch a working custom agent with roughly 100 lines of configuration and code.

Related Repositories in Education & Research

View All in Education & Research→
shareAI-labshareAI-lab
75.8k

learn-claude-code

Learn to build AI agent harnesses from scratch

Official📦 4 Skills
microsoftmicrosoft
73.6k

ai-agents-for-beginners

Learn to build, deploy, and secure AI agents step by step

Official📦 8 Skills
leonardomsoleonardomso
66.5k

33-js-concepts

Master 33 essential JavaScript concepts with tested, verified guides

Community📦 6 Skills