Academic Writing

medical-scribe-dictation

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
90Convert physician verbal dictation into structured SOAP notes. Trigger
4/4
86Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
84Convert physician verbal dictation into structured SOAP notes. Trigger
4/4
82Packaged executable path(s): scripts/main.py
4/4
76End-to-end case for Scope-focused workflow aligned to: Convert physician verbal dictation into structured SOAP notes. Trigger
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
PASS
Research Veto✅ PASS — Applicable
DimensionResultDetail
Scientific IntegrityPASSThe legacy review did not flag invented scientific claims in the package's writing-oriented output.
Practice BoundariesPASSPractice boundaries held because the package kept to Convert physician verbal dictation into structured SOAP notes. Trigger instead of claiming new evidence.
Methodological GroundPASSThe older review treated the package logic as methodologically aligned with its stated workflow.
Code UsabilityPASSThe legacy audit did not flag code-usability issues for the packaged medical-scribe-dictation workflow.

Core Capability88 / 100 — 8 Categories

Functional Suitability
Functional fit remained strong, though the final communication package could still be a little tighter.
11 / 12
92%
Reliability
Reliability was softened by the legacy issue 'Stabilize executable path and fallback behavior'. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
10 / 12
83%
Performance & Context
Performance context reached full score in the archived evaluation.
8 / 8
100%
Agent Usability
Agent usability was strong, though the workflow could surface its main conversion branches more directly.
14 / 16
88%
Human Usability
The legacy audit gave full marks to human usability for this package.
8 / 8
100%
Security
Security scored well, though the archived review still left some room to state source-faithful boundaries more explicitly.
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
Agent specific was softened by the legacy issue '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
Convert physician verbal dictation into structured SOAP notes. Trigger
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
Convert physician verbal dictation into structured SOAP notes. Trigger
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: Convert physician verbal dictation into structured SOAP notes. Trigger
2/4 ✓
90
Canonical✅ Pass
Convert physician verbal dictation into structured SOAP notes. Trigger

Convert physician verbal dictation into structured SOAP notes. Trigger remained well-aligned with the documented contract in the preserved audit.

Basic 38/40|Specialized 52/60|Total 90/100
✅A1The medical-scribe-dictation 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 Convert physician verbal dictation into structured SOAP notes. Trigger boundary.

Basic 36/40|Specialized 50/60|Total 86/100
✅A1The medical-scribe-dictation 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
Convert physician verbal dictation into structured SOAP notes. Trigger

For Convert physician verbal dictation into structured SOAP notes. Trigger, the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.

Basic 35/40|Specialized 49/60|Total 84/100
✅A1The medical-scribe-dictation 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 archived evaluation treated Packaged executable path(s): scripts/main.py as a clean in-scope run.

Basic 34/40|Specialized 48/60|Total 82/100
✅A1The medical-scribe-dictation 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: Convert physician verbal dictation into structured SOAP notes. Trigger

For Convert physician verbal dictation into structured SOAP notes. Trigger, the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.

Basic 31/40|Specialized 45/60|Total 76/100
✅A1The medical-scribe-dictation 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