Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
biopython
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
biopython
Best first install candidate based on install readiness and adoption.
Freshest repo
biopython
Most recent maintenance signal among this shortlist.
| Signal | biopython Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices. |
|---|---|
| Quality | 92/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 30, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | SKILL.md references `references/sequence_io.md` for sequence handling, but the submitted skill directory only includes `advanced.md`, `alignment.md`, `blast.md`, `databases.md`, and `phylogenetics.md`. The referenced file appears to be missing. · No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
biopython
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
biopython
Best first install candidate based on install readiness and adoption.
Freshest repo
biopython
Most recent maintenance signal among this shortlist.
| Signal | biopython Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices. |
|---|---|
| Quality | 92/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 30, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | SKILL.md references `references/sequence_io.md` for sequence handling, but the submitted skill directory only includes `advanced.md`, `alignment.md`, `blast.md`, `databases.md`, and `phylogenetics.md`. The referenced file appears to be missing. · No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add K-Dense-AI/scientific-agent-skills --skill biopython |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add K-Dense-AI/scientific-agent-skills --skill biopython |