Data Analysis

facs-gating-viz-style

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

86100Total Score

Core Capability

83 / 100

Functional Suitability

11 / 12

Reliability

10 / 12

Performance & Context

8 / 8

Agent Usability

13 / 16

Human Usability

7 / 8

Security

9 / 12

Maintainability

9 / 12

Agent-Specific

16 / 20

Medical Task

18 / 20 Passed

100Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

4/4

92Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

4/4

91Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

4/4

89Packaged executable path(s): scripts/main.py

4/4

64End-to-end case for Scope-focused workflow aligned to: Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

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 Use facs gating viz style for data analysis workflows that need structured execution,... 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 legacy audit did not record a code-usability failure in the packaged analysis path.

Core Capability83 / 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

Related legacy finding for facs-gating-viz-style: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency

10 / 12

83%

Performance & Context

Performance context reached full score in the archived evaluation.

8 / 8

100%

Agent Usability

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

13 / 16

81%

Human Usability

Human usability 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

7 / 8

88%

Security

The packaged workflow stayed safe overall, with only a small remaining deduction around boundary signaling.

9 / 12

75%

Maintainability

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

9 / 12

75%

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

16 / 20

80%

Core Capability Total83 / 100

Medical TaskExecution Average: 87.2 / 100 — Assertions: 18/20 Passed

100

Canonical

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

4/4 ✓

Variant A

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

4/4 ✓

Edge

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

4/4 ✓

Variant B

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

4/4 ✓

Stress

End-to-end case for Scope-focused workflow aligned to: Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

2/4 ⚠

100

Canonical✅ Pass

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

The archived evaluation treated Use facs gating viz style for data analysis workflows that need... as a clean in-scope run.

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

✅A1The facs-gating-viz-style 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 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 36/40|Specialized 56/60|Total 92/100

✅A1The facs-gating-viz-style 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

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

The archived run for Use facs gating viz style for data analysis workflows that need... confirmed the helper entrypoint and left the workflow in a stable state.

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

✅A1The facs-gating-viz-style 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 Use facs gating viz style for data analysis workflows that need structured execution,... boundary.

Basic 36/40|Specialized 53/60|Total 89/100

✅A1The facs-gating-viz-style 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: Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries

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 39/60|Total 64/100

✅A1The facs-gating-viz-style 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 Total87.2 / 100

Key Strengths

Primary routing is Data Analysis with execution mode B
Static quality score is 83/100 and dynamic average is 87.2/100
Assertions and command execution outcomes are recorded per input for human review