Academic Writing
moa-explainer
85100Total 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
18 / 20 Passed
90Generate 3D animation scripts and lay explanations for drug mechanisms
4/4
86Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
84Generate 3D animation scripts and lay explanations for drug mechanisms
4/4
82Packaged executable path(s): scripts/main.py
4/4
76End-to-end case for Scope-focused workflow aligned to: Generate 3D animation scripts and lay explanations for drug mechanisms
2/4
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 evaluation preserved source-faithful writing behavior without adding unsupported results or conclusions. |
| Practice Boundaries | PASS | The evaluated outputs stayed inside the Generate 3D animation scripts and lay explanations for drug mechanisms workflow rather than drifting into unsupported scientific interpretation. |
| Methodological Ground | PASS | The legacy audit preserved a method-grounded interpretation of the Generate 3D animation scripts and lay explanations for drug mechanisms workflow. |
| Code Usability | PASS | No code-usability failure was preserved for moa-explainer in the legacy evaluation. |
Core Capability88 / 100 — 8 Categories
Functional Suitability
The archived review left a small gap in how directly Generate 3D animation scripts and lay explanations for drug mechanisms resolves into a polished dissemination deliverable.
11 / 12
92%
Reliability
Related legacy finding for moa-explainer: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The package guides agents reasonably well, while still leaving a little room for crisper trigger wording.
14 / 16
88%
Human Usability
The legacy audit gave full marks to human usability for this package.
8 / 8
100%
Security
A modest security gap remained because the package could make its safe-use limits even clearer.
10 / 12
83%
Maintainability
The workflow is low-risk to maintain, though a little more structural cleanup would likely close the remaining gap.
10 / 12
83%
Agent-Specific
Related legacy finding for moa-explainer: 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: 83.6 / 100 — Assertions: 18/20 Passed
90
Canonical
Generate 3D animation scripts and lay explanations for drug mechanisms
4/4 ✓
86
Variant A
Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
84
Edge
Generate 3D animation scripts and lay explanations for drug mechanisms
4/4 ✓
82
Variant B
Packaged executable path(s): scripts/main.py
4/4 ✓
76
Stress
End-to-end case for Scope-focused workflow aligned to: Generate 3D animation scripts and lay explanations for drug mechanisms
2/4 ✓
90
Canonical✅ Pass
Generate 3D animation scripts and lay explanations for drug mechanisms
The Generate 3D animation scripts and lay explanations for drug mechanisms scenario completed within the documented Generate 3D animation scripts and lay explanations for drug mechanisms boundary.
Basic 38/40|Specialized 52/60|Total 90/100
✅A1The moa-explainer output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
86
Variant A✅ Pass
Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format
The Use this skill for academic writing tasks that require explicit... scenario completed within the documented Generate 3D animation scripts and lay explanations for drug mechanisms boundary.
Basic 36/40|Specialized 50/60|Total 86/100
✅A1The moa-explainer output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
84
Edge✅ Pass
Generate 3D animation scripts and lay explanations for drug mechanisms
The archived run for Generate 3D animation scripts and lay explanations for drug mechanisms confirmed the helper entrypoint and left the workflow in a stable state.
Basic 35/40|Specialized 49/60|Total 84/100
✅A1The moa-explainer output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
82
Variant B✅ Pass
Packaged executable path(s): scripts/main.py
The Packaged executable path(s): scripts/main.py scenario completed within the documented Generate 3D animation scripts and lay explanations for drug mechanisms boundary.
Basic 34/40|Specialized 48/60|Total 82/100
✅A1The moa-explainer output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
76
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Generate 3D animation scripts and lay explanations for drug mechanisms
The preserved weakness for End-to-end case for Scope-focused workflow aligned to: Generate 3D animation scripts and lay explanations for drug mechanisms was concentrated in one point: The output stays within declared skill scope and target objective.
Basic 31/40|Specialized 45/60|Total 76/100
✅A1The moa-explainer output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
❌A3The output stays within declared skill scope and target objective
❌A4Required research safety/boundary guidance is present without overclaims
Pass rate: 2 / 4
Medical Task Total83.6 / 100
Key Strengths
- Primary routing is Academic Writing with execution mode B
- Static quality score is 88/100 and dynamic average is 83.6/100
- Assertions and command execution outcomes are recorded per input for human review