Other
plotly
86100Total Score
Core Capability
85 / 100
Functional Suitability
11 / 12
Reliability
9 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
11 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
90Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4
86Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4
85Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4
85Documentation-first workflow with no packaged script requirement
4/4
85End-to-end case for Scope-focused workflow aligned to: Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
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
PASSCore Capability85 / 100 — 8 Categories
Functional Suitability
Related legacy finding for plotly: 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
9 / 12
75%
Performance & Context
A modest deduction remained in performance context for plotly in the archived review.
7 / 8
88%
Agent Usability
The archived evaluation left some headroom for plotly under agent usability.
14 / 16
88%
Human Usability
Human usability reached full score in the archived evaluation.
8 / 8
100%
Security
A modest deduction remained in security for plotly in the archived review.
11 / 12
92%
Maintainability
The archived evaluation left some headroom for plotly under maintainability.
9 / 12
75%
Agent-Specific
The archived deduction in agent specific traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
16 / 20
80%
Core Capability Total85 / 100
Medical TaskExecution Average: 86.2 / 100 — Assertions: 20/20 Passed
90
Canonical
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4 ✓
86
Variant A
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4 ✓
85
Edge
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4 ✓
85
Variant B
Documentation-first workflow with no packaged script requirement
4/4 ✓
85
Stress
End-to-end case for Scope-focused workflow aligned to: Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
4/4 ✓
90
Canonical✅ Pass
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
The archived run treated Interactive visualization library for Python. Use it when you need hover tooltips,... as a protocol-design path rather than an executable workflow.
Basic 36/40|Specialized 54/60|Total 90/100
✅A1The plotly output structure matches the documented deliverable
✅A2The instruction path remains actionable 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
86
Variant A✅ Pass
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
The archived run treated Interactive visualization library for Python. Use it when you need hover tooltips,... as a protocol-design path rather than an executable workflow.
Basic 34/40|Specialized 52/60|Total 86/100
✅A1The plotly output structure matches the documented deliverable
✅A2The instruction path remains actionable 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
85
Edge✅ Pass
Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
Interactive visualization library for Python. Use it when you need hover tooltips,... stayed in planning mode and returned a bounded design deliverable without relying on a runnable script.
Basic 33/40|Specialized 52/60|Total 85/100
✅A1The plotly output structure matches the documented deliverable
✅A2The instruction path remains actionable 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
85
Variant B✅ Pass
Documentation-first workflow with no packaged script requirement
Documentation-first workflow with no packaged script requirement stayed in planning mode and returned a bounded design deliverable without relying on a runnable script.
Basic 32/40|Specialized 53/60|Total 85/100
✅A1The plotly output structure matches the documented deliverable
✅A2The instruction path remains actionable 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
85
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Interactive visualization library for Python. Use it when you need hover tooltips, zoom/pan, selection, animations, or charts embeddable in web pages (e.g., dashboards, exploratory analysis, presentations)
Interactive visualization library for Python. Use it when you need hover tooltips,... stayed in planning mode and returned a bounded design deliverable without relying on a runnable script.
Basic 29/40|Specialized 56/60|Total 85/100
✅A1The plotly output structure matches the documented deliverable
✅A2The instruction path remains actionable 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 Total86.2 / 100
Key Strengths
- Primary routing is Other with execution mode A
- Static quality score is 85/100 and dynamic average is 77.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: No script verification was applicable