Data Analysis

survival-analysis-km

89100Total 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

100Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

4/4

100Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

4/4

92Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

4/4

91Packaged executable path(s): scripts/main.py

4/4

65End-to-end case for Scope-focused workflow aligned to: Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

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

Dimension	Result	Detail
Scientific Integrity	PASS	The archived review kept this workflow anchored to supplied data fields and observable execution behavior, not fabricated results.
Practice Boundaries	PASS	The evaluated outputs stayed inside the Kaplan-Meier survival analysis tool for clinical and biological research. Generates... and did not drift into unsupported interpretation beyond the available inputs.
Methodological Ground	PASS	The archived evaluation treated the workflow as method-linked rather than ad hoc.
Code Usability	PASS	The archived review preserved a usable code path with named scripts, expected inputs, and a recognizable output contract.

Core Capability88 / 100 — 8 Categories

Functional Suitability

The archived deduction in functional suitability traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency

11 / 12

92%

Reliability

The archived deduction in reliability traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency

10 / 12

83%

Performance & Context

The legacy audit gave full marks to performance context for this package.

8 / 8

100%

Agent Usability

The archived review left some headroom in how quickly an agent can lock onto the intended analysis path.

14 / 16

88%

Human Usability

Human usability reached full score in the archived evaluation.

8 / 8

100%

Security

A modest security gap remained in the archived evaluation despite otherwise controlled workflow behavior.

10 / 12

83%

Maintainability

Maintainability stayed solid, with only limited room to simplify scripts, dependencies, or packaging structure.

10 / 12

83%

Agent-Specific

Related legacy finding for survival-analysis-km: 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: 89.6 / 100 — Assertions: 18/20 Passed

100

Canonical

Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

4/4 ✓

100

Variant A

Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

4/4 ✓

Edge

Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

4/4 ✓

Variant B

Packaged executable path(s): scripts/main.py

4/4 ✓

Stress

End-to-end case for Scope-focused workflow aligned to: Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

2/4 ⚠

100

Canonical✅ Pass

Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

Kaplan-Meier survival analysis tool for clinical and biological... remained well-aligned with the documented contract in the preserved audit.

Basic 40/40|Specialized 60/60|Total 100/100

✅A1The survival-analysis-km 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

100

Variant A✅ Pass

Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

The Use this skill for data analysis tasks that require explicit... scenario completed within the documented Kaplan-Meier survival analysis tool for clinical and biological research. Generates... boundary.

Basic 40/40|Specialized 60/60|Total 100/100

✅A1The survival-analysis-km 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

Edge✅ Pass

Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

The Kaplan-Meier survival analysis tool for clinical and biological... scenario completed within the documented Kaplan-Meier survival analysis tool for clinical and biological research. Generates... boundary.

Basic 36/40|Specialized 56/60|Total 92/100

✅A1The survival-analysis-km 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

Variant B✅ Pass

Packaged executable path(s): scripts/main.py

Packaged executable path(s): scripts/main.py remained well-aligned with the documented contract in the preserved audit.

Basic 36/40|Specialized 55/60|Total 91/100

✅A1The survival-analysis-km 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

Stress⚠️ Warning

End-to-end case for Scope-focused workflow aligned to: Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests

This stress case was mostly intact, but the archived review centered its concern on: The output stays within declared skill scope and target objective.

Basic 25/40|Specialized 40/60|Total 65/100

✅A1The survival-analysis-km 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 Total89.6 / 100

Key Strengths

Primary routing is Data Analysis with execution mode B
Static quality score is 88/100 and dynamic average is 89.6/100
Assertions and command execution outcomes are recorded per input for human review