Library
NetworkX agent skills for Claude Code, Codex and other agents.
- skills
- 14
- Type
- Library
- Website
- networkx.org
- Official GitHub
- networkx
NetworkX skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. | zLanqing/ | 4.6k | 16 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 2 | Guide for using OptimusKG, the biomedical knowledge graph, through the optimuskg Python client. | mims-harvard/ | 146 | — | ~1.9k | Automated safety check: Pass | MIT | 15 days ago |
| 3 | Create publication-quality scientific diagrams, flowcharts, and schematics using Python (graphviz, matplotlib, schemdraw, networkx). | jimmc414/ | 594 | — | ~16k | Automated safety check: Notes | No licence | 3 days ago |
| 4 | Drug-discovery knowledge-graph workflow guide for assembling drug-target-disease-pathway relationship graphs from OpenTargets GraphQL, ChEMBL REST, STRING PPI, and Reactome pathway APIs, then… | DrugClaw/ | 125 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 5 | Adds a new visualization engine or style to the visualization module. | FabioYanezRomero/ | 103 | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 6 | 6.Networkx Creates, analyzes, and visualizes complex networks and graphs in Python with NetworkX. | K-Dense-AI/ | 48k | 1 repo | ~4.2k | Automated safety check: Pass | BSD-3-Clause | 2 days ago |
| 7 | GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 8 | Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. | K-Dense-AI/ | 48k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 2 days ago |
| 9 | Build an automated adversary infrastructure tracking system in Python (dnspython, python-whois, shodan, networkx) that pivots across passive DNS, certificate transparency logs, WHOIS records, and IP… | mukul975/ | 34k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 10 | Visualize biological networks (PPI, gene-regulatory, co-expression, pathway) with layout algorithm choice (ForceAtlas2, Fruchterman-Reingold, Kamada-Kawai, hive plots), edge bundling… | GPTomics/ | 1.2k | 2 repos | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | Query protein-protein and gene interaction databases (STRING, BioGRID, IntAct, SIGNOR, Reactome, HuRI, HuMAP, OmniPath, ConsensusPathDB, DIP). | GPTomics/ | 1.2k | 2 repos | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 12 | Graph and network analysis toolkit. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~5.8k | Automated safety check: Pass | BSD-3-Clause | 8 days ago |
| 13 | PyTorch Geometric (PyG) for graph neural networks: node/graph classification, link prediction with GCN, GAT, GraphSAGE, GIN. | jaechang-hits/ | 370 | 1 repo | ~5.1k | Automated safety check: Pass | MIT | 8 days ago |
| 14 | GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. | majiayu000/ | 666 | 1 repo | ~8.5k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best NetworkX skill?
Networkx from zLanqing/codex-claude-academic-skills ranks first of the 14 NetworkX skills listed here, with the highest score: its repository has 4.6k GitHub stars, 16 other GitHub owners carry a copy, its SKILL.md loads about 3.2k tokens and it passes the automated safety check with no findings. Next come Optimuskg and Scientific Schematics.
Is there an official NetworkX skill?
None yet. All 14 NetworkX skills listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
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.