Evidence Insight
pathway-introduction-expert
91100Total Score
Core Capability
83 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
13 / 16
Human Usability
7 / 8
Security
9 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
100Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4
97Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4
95Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4
94Packaged executable path(s): scripts/validate_skill.py
4/4
94End-to-end case for Scope-focused workflow aligned to: Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors. Use when the user asks to introduce a pathway, molecule, or gene
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 | The archived audit treated this workflow as hypothesis or protocol support, not as a source of validated results. |
| 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 pathway-introduction-expert in the archived evaluation. |
| Code Usability | PASS | No code-usability failure was preserved for pathway-introduction-expert in the legacy evaluation. |
Core Capability83 / 100 — 8 Categories
Functional Suitability
A modest deduction remained in functional suitability for pathway-introduction-expert in the archived review.
11 / 12
92%
Reliability
The archived evaluation left some headroom for pathway-introduction-expert under reliability.
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 pathway-introduction-expert in the archived review.
13 / 16
81%
Human Usability
Human usability was softened by the legacy issue 'Minor polish before wide rollout'. No major defects found
7 / 8
88%
Security
A modest deduction remained in security for pathway-introduction-expert in the archived review.
9 / 12
75%
Maintainability
The legacy audit deducted points for pathway-introduction-expert in maintainability.
9 / 12
75%
Agent-Specific
The legacy audit deducted points for pathway-introduction-expert in agent specific.
16 / 20
80%
Core Capability Total83 / 100
Medical TaskExecution Average: 96 / 100 — Assertions: 20/20 Passed
100
Canonical
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4 ✓
97
Variant A
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4 ✓
95
Edge
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
4/4 ✓
94
Variant B
Packaged executable path(s): scripts/validate_skill.py
4/4 ✓
94
Stress
End-to-end case for Scope-focused workflow aligned to: Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors. Use when the user asks to introduce a pathway, molecule, or gene
4/4 ✓
100
Canonical✅ Pass
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
The Generates comprehensive academic introductions for biological... path verified the packaged helper command without exposing a deeper execution issue.
Basic 38/40|Specialized 60/60|Total 100/100
✅A1The pathway-introduction-expert 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
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
The archived run for Generates comprehensive academic introductions for biological... confirmed the helper entrypoint and left the workflow in a stable state.
Basic 36/40|Specialized 60/60|Total 97/100
✅A1The pathway-introduction-expert 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
Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors
For Generates comprehensive academic introductions for biological..., the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 35/40|Specialized 60/60|Total 95/100
✅A1The pathway-introduction-expert 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/validate_skill.py
The archived run for Packaged executable path(s): scripts/validate_skill.py confirmed the helper entrypoint and left the workflow in a stable state.
Basic 34/40|Specialized 60/60|Total 94/100
✅A1The pathway-introduction-expert 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: Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors. Use when the user asks to introduce a pathway, molecule, or gene
The archived run for Generates comprehensive academic introductions for biological pathways, including signaling... confirmed the helper entrypoint and left the workflow in a stable state.
Basic 31/40|Specialized 60/60|Total 94/100
✅A1The pathway-introduction-expert 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 83/100 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. validate_skill.py: OK