Evidence Insight

drugbank-database

Programmatic access to DrugBank drug and target data; use when you need to download, parse, and analyze DrugBank XML for properties, interactions, pathways, and pharmacology.

89100Total Score

Core Capability

87 / 100

Functional Suitability

11 / 12

Reliability

10 / 12

Performance & Context

8 / 8

Agent Usability

14 / 16

Human Usability

8 / 8

Security

9 / 12

Maintainability

10 / 12

Agent-Specific

17 / 20

Medical Task

20 / 20 Passed

95You need to extract structured drug properties (e.g., identifiers, synonyms, ATC codes) from DrugBank XML for downstream analysis

4/4

91You want to build and analyze drug–drug interaction (DDI) networks from DrugBank interaction records

4/4

89Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

4/4

89XML parsing and traversal using lxml for reliable extraction of nested DrugBank entities

4/4

89End-to-end case for Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

4/4

Veto GatesRequired pass for any deployment consideration

Skill Veto✓ All 4 gates passed

✓

Operational Stability

System remains stable across varied inputs and edge cases

PASS

✓

Structural Consistency

Output structure conforms to expected skill contract format

PASS

✓

Result Determinism

Equivalent inputs produce semantically equivalent outputs

PASS

✓

System Security

No prompt injection, data leakage, or unsafe tool use detected

PASS

Research Veto✅ PASS — Applicable

Dimension	Result	Detail
Scientific Integrity	PASS	The legacy audit did not indicate that retrieval outputs were presented as unsupported findings.
Practice Boundaries	PASS	Practice boundaries held because the package remained focused on source handling, lookup, or structured evidence use.
Methodological Ground	PASS	The older review treated the package logic as methodologically aligned with its stated workflow.
Code Usability	PASS	Code usability passed because the search or lookup workflow still exposed a usable entrypoint and output expectation.

Core Capability87 / 100 — 8 Categories

Functional Suitability

Functional suitability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency

11 / 12

92%

Reliability

The archived deduction in reliability traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency

10 / 12

83%

Performance & Context

The legacy audit gave full marks to performance context for this package.

8 / 8

100%

Agent Usability

A modest deduction remained in agent usability for drugbank-database in the archived review.

14 / 16

88%

Human Usability

No point loss was recorded for human usability in the legacy audit.

8 / 8

100%

Security

The archived evaluation left some headroom for drugbank-database under security.

9 / 12

75%

Maintainability

A modest deduction remained in maintainability for drugbank-database in the archived review.

10 / 12

83%

Agent-Specific

Agent specific was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency

17 / 20

85%

Core Capability Total87 / 100

Medical TaskExecution Average: 90.6 / 100 — Assertions: 20/20 Passed

Canonical

You need to extract structured drug properties (e.g., identifiers, synonyms, ATC codes) from DrugBank XML for downstream analysis

4/4 ✓

Variant A

You want to build and analyze drug–drug interaction (DDI) networks from DrugBank interaction records

4/4 ✓

Edge

Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

4/4 ✓

Variant B

XML parsing and traversal using lxml for reliable extraction of nested DrugBank entities

4/4 ✓

Stress

End-to-end case for Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

4/4 ✓

Canonical✅ Pass

You need to extract structured drug properties (e.g., identifiers, synonyms, ATC codes) from DrugBank XML for downstream analysis

The archived run for You need to extract structured drug properties (e.g., identifiers,... remained guidance-driven rather than command-driven.

Basic 36/40|Specialized 59/60|Total 95/100

✅A1The drugbank-database output structure matches the documented deliverable

✅A2The instruction path remains actionable for the documented case

✅A3The output stays fully within the documented skill boundary

✅A4The response quality is acceptable for the documented path

Pass rate: 4 / 4

Variant A✅ Pass

You want to build and analyze drug–drug interaction (DDI) networks from DrugBank interaction records

The archived run for You want to build and analyze drug–drug interaction (DDI) networks... remained guidance-driven rather than command-driven.

Basic 34/40|Specialized 57/60|Total 91/100

✅A1The drugbank-database output structure matches the documented deliverable

✅A2The instruction path remains actionable for the documented case

✅A3The output stays fully within the documented skill boundary

✅A4The response quality is acceptable for the documented path

Pass rate: 4 / 4

Edge✅ Pass

Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

This edge case stayed inside the documented workflow and remained instruction-led.

Basic 33/40|Specialized 56/60|Total 89/100

✅A1The drugbank-database output structure matches the documented deliverable

✅A2The instruction path remains actionable for the documented case

✅A3The output stays fully within the documented skill boundary

✅A4The response quality is acceptable for the documented path

Pass rate: 4 / 4

Variant B✅ Pass

XML parsing and traversal using lxml for reliable extraction of nested DrugBank entities

The archived run for XML parsing and traversal using lxml for reliable extraction of... remained guidance-driven rather than command-driven.

Basic 32/40|Specialized 57/60|Total 89/100

✅A1The drugbank-database output structure matches the documented deliverable

✅A2The instruction path remains actionable for the documented case

✅A3The output stays fully within the documented skill boundary

✅A4The response quality is acceptable for the documented path

Pass rate: 4 / 4

Stress✅ Pass

End-to-end case for Programmatic download of DrugBank releases via drugbank-downloader (requires DrugBank access)

The archived run for End-to-end case for Programmatic download of DrugBank releases via... remained guidance-driven rather than command-driven.

Basic 29/40|Specialized 60/60|Total 89/100

✅A1The drugbank-database output structure matches the documented deliverable

✅A2The instruction path remains actionable for the documented case

✅A3The output stays fully within the documented skill boundary

✅A4The response quality is acceptable for the documented path

Pass rate: 4 / 4

Medical Task Total90.6 / 100

Key Strengths

Primary routing is Evidence Insight with execution mode B
Static quality score is 87/100 and dynamic average is 79.6/100
Assertions and command execution outcomes are recorded per input for human review
Execution verification summary: Script verification 2/3; adjustment=3. analyze_interactions.py: OK; download_drugbank.py: rc=1; parse_xml.py: OK