Evidence Insight
brenda-database
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
86You need kinetic parameters (e.g., Km, kcat, Vmax) for a specific enzyme, organism, or EC number
3/4
86You want reaction equations/stoichiometry associated with an enzyme (by EC number or enzyme name)
3/4
86SOAP-based programmatic access to the BRENDA database
3/4
86Retrieval of:
3/4
86End-to-end case for SOAP-based programmatic access to the BRENDA database
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 | 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 legacy audit preserved a method-grounded interpretation of the Programmatic access to the BRENDA enzyme database via the SOAP API workflow. |
| Code Usability | PASS | The legacy evaluation did not preserve a usability failure in the packaged retrieval path. |
Core Capability88 / 100 — 8 Categories
Functional Suitability
Related legacy finding for brenda-database: 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 brenda-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
A modest deduction remained in security for brenda-database in the archived review.
10 / 12
83%
Maintainability
The legacy audit deducted points for brenda-database in maintainability.
10 / 12
83%
Agent-Specific
The archived deduction in agent specific traces back to: 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 / 100 — Assertions: 15/20 Passed
86
Canonical
You need kinetic parameters (e.g., Km, kcat, Vmax) for a specific enzyme, organism, or EC number
3/4 ✓
86
Variant A
You want reaction equations/stoichiometry associated with an enzyme (by EC number or enzyme name)
3/4 ✓
86
Edge
SOAP-based programmatic access to the BRENDA database
3/4 ✓
86
Variant B
Retrieval of:
3/4 ✓
86
Stress
End-to-end case for SOAP-based programmatic access to the BRENDA database
3/4 ✓
86
Canonical✅ Pass
You need kinetic parameters (e.g., Km, kcat, Vmax) for a specific enzyme, organism, or EC number
The main issue in this canonical run was: The script execution path completed successfully for the documented case.
Basic 33/40|Specialized 53/60|Total 86/100
✅A1The brenda-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: 3 / 4
86
Variant A✅ Pass
You want reaction equations/stoichiometry associated with an enzyme (by EC number or enzyme name)
This variant a case was mostly intact, but the archived review centered its concern on: The script execution path completed successfully for the documented case.
Basic 31/40|Specialized 55/60|Total 86/100
✅A1The brenda-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: 3 / 4
86
Edge✅ Pass
SOAP-based programmatic access to the BRENDA database
This edge case was mostly intact, but the archived review centered its concern on: The script execution path completed successfully for the documented case.
Basic 30/40|Specialized 56/60|Total 86/100
✅A1The brenda-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: 3 / 4
86
Variant B✅ Pass
Retrieval of:
The main issue in this variant b run was: The script execution path completed successfully for the documented case.
Basic 29/40|Specialized 57/60|Total 86/100
✅A1The brenda-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: 3 / 4
86
Stress✅ Pass
End-to-end case for SOAP-based programmatic access to the BRENDA database
The preserved weakness for End-to-end case for SOAP-based programmatic access to the BRENDA database was concentrated in one point: The script execution path completed successfully for the documented case.
Basic 26/40|Specialized 60/60|Total 86/100
✅A1The brenda-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: 3 / 4
Medical Task Total86 / 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 0/1; adjustment=0. brenda_queries.py: rc=1