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bio-database-evidence
foryourhealth111-pixel/Vibe-SkillsSkill
Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping, target-disease evidence, protein structures, protein interaction networks, reference single-cell census queries, and cross-database biological ID mapping. Do not use for full single-cell analysis, bulk RNA-seq differential expression, BAM/VCF processing, protein embedding models, metabolic flux modeling, genomic interval ML, or flow-cytometry file parsing.
Why this score
This repo hosts 10 skills, so its 3,729 stars are split between them (about 373 each) for scoring.
Popularity score: 71/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 91a65e7dece3, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onebio-database-evidence foryourhealth111-pixel/Vibe-Skills · Skill | 71 | ★ 3.7k | ≈137 always | 16d ago |
| dbsnp-database google-deepmind/science-skills · Skill Same job: databases | 75 | ★ 3.3k | ≈22 always | 20d ago |
| database-operation jxxghp/MoviePilot · Skill Same job: databases | 81 | ★ 12k | ≈24 always | 16d ago |
| biorxiv-database LeonChaoX/qinyan-academic-skills · Skill Same job: databases | 54 | ★ 967 | ≈66 always | 4mo ago |
| database-expert irahardianto/awesome-agv · Subagent Same job: databases | 58 | ★ 156 | ≈21 in chat | 21d ago |
| bio-profile-optimizer Ootto-AI/claude-content-skills · Skill Both about bio | 59 | ★ 222 | ≈29 always | 18d ago |