Evidence Insight
open-targets-db
87100Total Score
Core Capability
88 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
10 / 12
Maintainability
10 / 12
Agent-Specific
17 / 20
Medical Task
15 / 20 Passed
88You have a disease (e.g., an EFO ID) and want to discover and prioritize candidate therapeutic targets
3/4
86You have a target (e.g., an Ensembl gene ID) and need to review associated diseases and supporting evidence
3/4
86Entity querying by type: target, disease, or evidence
3/4
86Target discovery for diseases using Open Targets associations
3/4
86End-to-end case for Entity querying by type: target, disease, or evidence
3/4
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 | The legacy audit preserved a method-grounded interpretation of the Query the Open Targets Platform to retrieve targets, diseases, or evidence records when you need target-disease association data and evidence-based scores for therapeutic discovery workflow. |
| Code Usability | PASS | Code usability passed because the search or lookup workflow still exposed a usable entrypoint and output expectation. |
Core Capability88 / 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
Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
A modest deduction remained in agent usability for open-targets-db 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 legacy audit deducted points for open-targets-db in security.
10 / 12
83%
Maintainability
The archived evaluation left some headroom for open-targets-db under maintainability.
10 / 12
83%
Agent-Specific
Related legacy finding for open-targets-db: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
17 / 20
85%
Core Capability Total88 / 100
Medical TaskExecution Average: 86.4 / 100 — Assertions: 15/20 Passed
88
Canonical
You have a disease (e.g., an EFO ID) and want to discover and prioritize candidate therapeutic targets
3/4 ✓
86
Variant A
You have a target (e.g., an Ensembl gene ID) and need to review associated diseases and supporting evidence
3/4 ✓
86
Edge
Entity querying by type: target, disease, or evidence
3/4 ✓
86
Variant B
Target discovery for diseases using Open Targets associations
3/4 ✓
86
Stress
End-to-end case for Entity querying by type: target, disease, or evidence
3/4 ✓
88
Canonical✅ Pass
You have a disease (e.g., an EFO ID) and want to discover and prioritize candidate therapeutic targets
You have a disease (e.g., an EFO ID) and want to discover and... kept a coherent task boundary even though the preserved run encountered a recoverable error.
Basic 33/40|Specialized 55/60|Total 88/100
✅A1The open-targets-db 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: 3 / 4
86
Variant A✅ Pass
You have a target (e.g., an Ensembl gene ID) and need to review associated diseases and supporting evidence
The You have a target (e.g., an Ensembl gene ID) and need to review... workflow remained defined, but this run surfaced a recoverable execution problem.
Basic 31/40|Specialized 55/60|Total 86/100
✅A1The open-targets-db 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: 3 / 4
86
Edge✅ Pass
Entity querying by type: target, disease, or evidence
Entity querying by type: target, disease, or evidence kept a coherent task boundary even though the preserved run encountered a recoverable error.
Basic 30/40|Specialized 56/60|Total 86/100
✅A1The open-targets-db 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: 3 / 4
86
Variant B✅ Pass
Target discovery for diseases using Open Targets associations
Target discovery for diseases using Open Targets associations kept a coherent task boundary even though the preserved run encountered a recoverable error.
Basic 29/40|Specialized 57/60|Total 86/100
✅A1The open-targets-db 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: 3 / 4
86
Stress✅ Pass
End-to-end case for Entity querying by type: target, disease, or evidence
The archived evidence for End-to-end case for Entity querying by type: target, disease, or... shows a real execution snag, though not one that erased the workflow contract.
Basic 26/40|Specialized 60/60|Total 86/100
✅A1The open-targets-db 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: 3 / 4
Medical Task Total86.4 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 88/100 and dynamic average is 73.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 1/1; adjustment=5. query_opentargets.py: OK