Repository
AtomFlow-AI/MoleCode agent skills
- skill
- 1
- GitHub stars
- 305
GitHub description: “Molecode presents molecules as code and enables LLMs to operate and reason on chemistry directly.”
- Stars
- 305 (9 forks)
- Licence
- MIT
- Last push
- Jun 2026
- Created
- May 2026
- Homepage
- arxiv.org/pdf/2605.16480
- ai-for-science
- chemistry
- language-model
- large-language-models
- llm
- molecule
- ai-agent
- coding-agent
- representation
- smiles
- smiles-code
- smiles-strings
- molecular-modeling
- molecular-structures
- molecode
Install all skills
npx skills add AtomFlow-AI/MoleCodeAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in AtomFlow-AI/MoleCode, ranked
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Molecode A skill your agent uses for deterministic molecule understanding, graph-level editing, generation, and validation with MoleCode — an explicit Mermaid graph in which every atom and bond is a typed… | AtomFlow-AI/ | 305 | — | ~1.9k | Automated safety check: Pass | MIT | 4 mo ago |
Questions, answered from the data.
What is the best skill in AtomFlow-AI/MoleCode?
Molecode from AtomFlow-AI/MoleCode ranks first of the 1 skills in AtomFlow-AI/MoleCode listed here, with the highest score: its repository has 305 GitHub stars, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings.
Are the skills in AtomFlow-AI/MoleCode official?
None yet. All 1 skills in AtomFlow-AI/MoleCode listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from AtomFlow-AI/MoleCode?
Run npx skills add AtomFlow-AI/MoleCode in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.