chemgraph-agent-guide
Automate molecular simulations with the ChemGraph agentic framework
Profile →npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill chemgraph-agent-guide --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# ChemGraph Agent Guide ## Overview ChemGraph is an agentic framework from Argonne National Lab that automates molecular simulation workflows using LLMs. Built on LangGraph and ASE (Atomic Simulation Environment), it enables natural language control of computational chemistry tasks — structure generation, geometry optimization, thermochemistry, and more. Supports DFT (NWChem, ORCA), semi-empirical
What does the chemgraph-agent-guide skill do?
Automate molecular simulations with the ChemGraph agentic framework
How do I install it?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill chemgraph-agent-guide --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Auto-Empirical-Research-Skills, a repository with 3,244 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.