Evidence Insight
ensembl-database
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping.
89100Total Score
Core Capability
78 / 100
Functional Suitability
9 / 12
Reliability
9 / 12
Performance & Context
8 / 8
Agent Usability
12 / 16
Human Usability
7 / 8
Security
9 / 12
Maintainability
9 / 12
Agent-Specific
15 / 20
Medical Task
20 / 20 Passed
100Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
4/4
96Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
4/4
94Access Ensembl REST API for vertebrate genomic data
4/4
94Packaged executable path(s): scripts/query_ensembl.py
4/4
94End-to-end case for Scope-focused workflow aligned to: Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
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
PASSResearch Veto✅ PASS — Applicable
| Dimension | Result | Detail |
|---|---|---|
| Scientific Integrity | PASS | Scientific content remained anchored to fetched metadata or source-linked evidence in the legacy review. |
| Practice Boundaries | PASS | The legacy review kept this workflow on the evidence-access side of the boundary, not the advice-giving side. |
| Methodological Ground | PASS | No methodological-grounding issue was recorded for ensembl-database in the archived evaluation. |
| Code Usability | PASS | Code usability passed because the search or lookup workflow still exposed a usable entrypoint and output expectation. |
Core Capability78 / 100 — 8 Categories
Functional Suitability
A modest deduction remained in functional suitability for ensembl-database in the archived review.
9 / 12
75%
Reliability
The legacy audit deducted points for ensembl-database in reliability.
9 / 12
75%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The legacy audit deducted points for ensembl-database in agent usability.
12 / 16
75%
Human Usability
Related legacy finding for ensembl-database: Minor polish before wide rollout. No major defects found
7 / 8
88%
Security
A modest deduction remained in security for ensembl-database in the archived review.
9 / 12
75%
Maintainability
A modest deduction remained in maintainability for ensembl-database in the archived review.
9 / 12
75%
Agent-Specific
A modest deduction remained in agent specific for ensembl-database in the archived review.
15 / 20
75%
Core Capability Total78 / 100
Medical TaskExecution Average: 95.6 / 100 — Assertions: 20/20 Passed
100
Canonical
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
4/4 ✓
96
Variant A
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
4/4 ✓
94
Edge
Access Ensembl REST API for vertebrate genomic data
4/4 ✓
94
Variant B
Packaged executable path(s): scripts/query_ensembl.py
4/4 ✓
94
Stress
End-to-end case for Scope-focused workflow aligned to: Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
4/4 ✓
100
Canonical✅ Pass
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
Access Ensembl REST API for vertebrate genomic data; use when you... remained well-aligned with the documented contract in the preserved audit.
Basic 37/40|Specialized 60/60|Total 100/100
✅A1The ensembl-database output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
96
Variant A✅ Pass
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
The archived evaluation treated Access Ensembl REST API for vertebrate genomic data; use when you... as a clean in-scope run.
Basic 35/40|Specialized 60/60|Total 96/100
✅A1The ensembl-database output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
94
Edge✅ Pass
Access Ensembl REST API for vertebrate genomic data
The archived evaluation treated Access Ensembl REST API for vertebrate genomic data as a clean in-scope run.
Basic 34/40|Specialized 60/60|Total 94/100
✅A1The ensembl-database output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
94
Variant B✅ Pass
Packaged executable path(s): scripts/query_ensembl.py
Packaged executable path(s): scripts/query_ensembl.py remained well-aligned with the documented contract in the preserved audit.
Basic 33/40|Specialized 60/60|Total 94/100
✅A1The ensembl-database output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
94
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping
The archived evaluation treated Access Ensembl REST API for vertebrate genomic data as a clean in-scope run.
Basic 30/40|Specialized 60/60|Total 94/100
✅A1The ensembl-database output structure matches the documented deliverable
✅A2The script execution path completed successfully 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 Total95.6 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 78/100 and dynamic average is 82.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 1/1; adjustment=5. query_ensembl.py: OK