Evidence Insight
reference-search
91100Total Score
Core Capability
84 / 100
Functional Suitability
10 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
13 / 16
Human Usability
7 / 8
Security
10 / 12
Maintainability
10 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
100Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
4/4
97Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
4/4
95Multi-database literature search and search-strategy design that outputs structured, reproducible result lists
4/4
94Packaged executable path(s): scripts/pubmed_search.py
4/4
94End-to-end case for Scope-focused workflow aligned to: Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
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 package stayed in retrieval, extraction, or evidence-organization scope rather than drifting into unsupported interpretation. |
| Methodological Ground | PASS | The older review treated the package logic as methodologically aligned with its stated workflow. |
| Code Usability | PASS | The packaged retrieval surface remained understandable at the command and parameter level in the archived review. |
Core Capability84 / 100 — 8 Categories
Functional Suitability
The archived evaluation left some headroom for reference-search under functional suitability.
10 / 12
83%
Reliability
The legacy audit deducted points for reference-search in reliability.
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The archived evaluation left some headroom for reference-search under agent usability.
13 / 16
81%
Human Usability
Related legacy finding for reference-search: Minor polish before wide rollout. No major defects found
7 / 8
88%
Security
A modest deduction remained in security for reference-search in the archived review.
10 / 12
83%
Maintainability
The legacy audit deducted points for reference-search in maintainability.
10 / 12
83%
Agent-Specific
A modest deduction remained in agent specific for reference-search in the archived review.
16 / 20
80%
Core Capability Total84 / 100
Medical TaskExecution Average: 96 / 100 — Assertions: 20/20 Passed
100
Canonical
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
4/4 ✓
97
Variant A
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
4/4 ✓
95
Edge
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists
4/4 ✓
94
Variant B
Packaged executable path(s): scripts/pubmed_search.py
4/4 ✓
94
Stress
End-to-end case for Scope-focused workflow aligned to: Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
4/4 ✓
100
Canonical✅ Pass
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
The archived evaluation treated Multi-database literature search and search-strategy design that... as a clean in-scope run.
Basic 38/40|Specialized 60/60|Total 100/100
✅A1The reference-search 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
97
Variant A✅ Pass
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
The Multi-database literature search and search-strategy design that... scenario completed within the documented Multi-database literature search and search-strategy design that outputs structured,... boundary.
Basic 36/40|Specialized 60/60|Total 97/100
✅A1The reference-search 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
95
Edge✅ Pass
Multi-database literature search and search-strategy design that outputs structured, reproducible result lists
The Multi-database literature search and search-strategy design that... scenario completed within the documented Multi-database literature search and search-strategy design that outputs structured,... boundary.
Basic 35/40|Specialized 60/60|Total 95/100
✅A1The reference-search 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/pubmed_search.py
The archived evaluation treated Packaged executable path(s): scripts/pubmed_search.py as a clean in-scope run.
Basic 34/40|Specialized 60/60|Total 94/100
✅A1The reference-search 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: Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection, or to construct a traceable search strategy
The archived evaluation treated Multi-database literature search and search-strategy design that outputs structured,... as a clean in-scope run.
Basic 31/40|Specialized 60/60|Total 94/100
✅A1The reference-search 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 Total96 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 84/100 and dynamic average is 83.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 1/1; adjustment=5. pubmed_search.py: OK