Academic Writing
sample-size-power-calculator
Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.
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
90Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
4/4
86Use this skill for academic writing tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
84Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
4/4
82Packaged executable path(s): scripts/main.py
4/4
76End-to-end case for Scope-focused workflow aligned to: Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
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 archived review kept this package within Advanced sample size and power calculations for complex study designs including survival..., not result fabrication or expert advice. |
| Methodological Ground | PASS | The legacy audit preserved a method-grounded interpretation of the Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons workflow. |
| Code Usability | PASS | The legacy audit did not flag code-usability issues for the packaged sample-size-power-calculator 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
The archived deduction in reliability traces back to: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
10 / 12
83%
Performance & Context
The legacy audit gave full marks to performance context for this package.
8 / 8
100%
Agent Usability
The archived score suggests slightly clearer routing would help an agent choose the right dissemination path faster.
14 / 16
88%
Human Usability
No point loss was recorded for human usability in the legacy audit.
8 / 8
100%
Security
A modest security gap remained because the package could make its safe-use limits even clearer.
10 / 12
83%
Maintainability
Maintainability stayed solid, with modest room to simplify or consolidate the conversion workflow.
10 / 12
83%
Agent-Specific
The archived deduction in agent specific traces back to: 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
Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
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
Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
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: Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
2/4 ✓
90
Canonical✅ Pass
Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
Advanced sample size and power calculations for complex study... remained well-aligned with the documented contract in the preserved audit.
Basic 38/40|Specialized 52/60|Total 90/100
✅A1The sample-size-power-calculator 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 Advanced sample size and power calculations for complex study designs including survival... boundary.
Basic 36/40|Specialized 50/60|Total 86/100
✅A1The sample-size-power-calculator 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
Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
The Advanced sample size and power calculations for complex study... path verified the packaged helper command without exposing a deeper execution issue.
Basic 35/40|Specialized 49/60|Total 84/100
✅A1The sample-size-power-calculator 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 sample-size-power-calculator 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: Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons
The main issue in this stress run was: The output stays within declared skill scope and target objective.
Basic 31/40|Specialized 45/60|Total 76/100
✅A1The sample-size-power-calculator 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