Repository
mims-harvard/OptimusKG agent skills
- skills
- 4
- GitHub stars
- 146
GitHub description: “A modern multimodal knowledge graph with type-specific metadata across biomedical domains.”
- Stars
- 146 (14 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Jan 2025
- Homepage
- optimuskg.ai
- biomedical
- knowledge-graph
- neo4j
- ontology
- python
- graph-ai
- heterogeneous-graphs
- multimodal-ai
- multimodal-data
Install all skills
npx skills add mims-harvard/OptimusKGAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in mims-harvard/OptimusKG, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Create publication figures with matplotlib/seaborn/plotly. An agent skill from mims-harvard/OptimusKG. | mims-harvard/ | 146 | 19 repos | ~6.3k | Automated safety check: Pass | MIT | 18 days ago |
| 2 | Create distinctive, production-grade frontend interfaces with high design quality. | mims-harvard/ | 146 | 3 repos | ~5.5k | Automated safety check: Pass | Apache-2.0 | 18 days ago |
| 3 | Enforce synchronization between Kedro node files and catalog YAML files in the OptimusKG project. | mims-harvard/ | 146 | — | ~823 | Automated safety check: Pass | MIT | 18 days ago |
| 4 | Guide for using OptimusKG, the biomedical knowledge graph, through the optimuskg Python client. | mims-harvard/ | 146 | — | ~1.9k | Automated safety check: Pass | MIT | 18 days ago |
Questions, answered from the data.
What is the best skill in mims-harvard/OptimusKG?
Scientific Visualization from mims-harvard/OptimusKG ranks first of the 4 skills in mims-harvard/OptimusKG listed here, with the highest score: its repository has 146 GitHub stars, 19 other GitHub owners carry a copy, its SKILL.md loads about 6.3k tokens and it passes the automated safety check with no findings. Next come Impeccable and Node Catalog Sync.
Are the skills in mims-harvard/OptimusKG official?
None yet. All 4 skills in mims-harvard/OptimusKG 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 mims-harvard/OptimusKG?
Run npx skills add mims-harvard/OptimusKG 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.