Skill audit report

biopython Audit report.

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.

BLOCKED · BLOCKNeeds reviewGenerated Nov 5, 2026Heuristic metadata audit
79
Audit
67
Trust
89
Quality
69
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

67
Manual review

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

100

38K GitHub stars

Stars/forks activity

PASS

97

38K stars, 3.6K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

Biopython License Agreement

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

FAIL

28

command execution surface, credential or environment access

Install availability

PASS

92

npx skills add K-Dense-AI/scientific-agent-skills --skill biopython

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

18

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/biopython

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 11 Needs review

Install path

92

PASS

npx skills add K-Dense-AI/scientific-agent-skills --skill biopython

Repository

88

PASS

https://github.com/K-Dense-AI/scientific-agent-skills/tree/main/skills/biopython

License

86

PASS

Biopython License Agreement

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

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.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

28

FIX

command execution surface, credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

18

FIX

secrets or environment access, shell or command execution

Stars/forks activity

97

PASS

38K stars, 3.6K forks; issue activity unavailable in current metadata

Adoption

88

PASS

38K GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • 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.
  • The NCBI_EMAIL environment variable is listed as optional in metadata, while the documentation correctly states that NCBI policy requires an email for Entrez. The example hardcodes a placeholder instead of reading from the environment, which may cause failed Entrez calls.
  • The skill does not include an explicit license/attribution notice beyond the repository license declaration. If the content is derived from Biopython documentation, upstream copyright and license notices should be preserved.
  • Permission surface needs review: secrets or environment access, shell or command execution
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

Compare nearby options

Related skills to audit next