Data Analysis

mechanism-flowchart

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

100Generates Mermaid flowchart code and visual diagrams for pathophysiological

4/4

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

4/4

92Generates Mermaid flowchart code and visual diagrams for pathophysiological

4/4

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

4/4

65End-to-end case for Scope-focused workflow aligned to: Generates Mermaid flowchart code and visual diagrams for pathophysiological

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	No scientific-integrity problem was surfaced because the package did not claim more than the available records, article text, or script evidence supported.
Practice Boundaries	PASS	Practice boundaries held because the package remained focused on Generates Mermaid flowchart code and visual diagrams for pathophysiological rather than overclaiming what the records supported.
Methodological Ground	PASS	The legacy review kept the package aligned with its named analysis library, data structure, or processing workflow.
Code Usability	PASS	The legacy audit did not record a code-usability failure in the packaged analysis path.

Core Capability88 / 100 — 8 Categories

Functional Suitability

Functional suitability was softened by the legacy issue '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

Agent usability was strong, but the workflow could surface its entry conditions a little more directly.

14 / 16

88%

Human Usability

The legacy audit gave full marks to human usability for this package.

8 / 8

100%

Security

Security remained strong, though the archived review still left some room for clearer execution guardrails.

10 / 12

83%

Maintainability

The analysis package is maintainable overall, though the archived score suggests modest cleanup headroom.

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: 89.6 / 100 — Assertions: 18/20 Passed

100

Canonical

Generates Mermaid flowchart code and visual diagrams for pathophysiological

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

Generates Mermaid flowchart code and visual diagrams for pathophysiological

4/4 ✓

Variant B

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

4/4 ✓

Stress

End-to-end case for Scope-focused workflow aligned to: Generates Mermaid flowchart code and visual diagrams for pathophysiological

2/4 ⚠

100

Canonical✅ Pass

Generates Mermaid flowchart code and visual diagrams for pathophysiological

The archived evaluation treated Generates Mermaid flowchart code and visual diagrams for... as a clean in-scope run.

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

✅A1The mechanism-flowchart 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 archived evaluation treated Use this skill for data analysis tasks that require explicit... as a clean in-scope run.

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

✅A1The mechanism-flowchart 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

Generates Mermaid flowchart code and visual diagrams for pathophysiological

The Generates Mermaid flowchart code and visual diagrams for... scenario completed within the documented Generates Mermaid flowchart code and visual diagrams for pathophysiological boundary.

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

✅A1The mechanism-flowchart 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

The Packaged executable path(s): scripts/main.py scenario completed within the documented Generates Mermaid flowchart code and visual diagrams for pathophysiological boundary.

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

✅A1The mechanism-flowchart 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: Generates Mermaid flowchart code and visual diagrams for pathophysiological

The preserved weakness for End-to-end case for Scope-focused workflow aligned to: Generates Mermaid flowchart code and visual diagrams for pathophysiological was concentrated in one point: The output stays within declared skill scope and target objective.

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

✅A1The mechanism-flowchart 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