Data Analysis

circos-plot-generator

88100Total Score

Core Capability

86 / 100

Functional Suitability

11 / 12

Reliability

10 / 12

Performance & Context

7 / 8

Agent Usability

14 / 16

Human Usability

7 / 8

Security

10 / 12

Maintainability

10 / 12

Agent-Specific

17 / 20

Medical Task

18 / 20 Passed

100Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots

4/4

97Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

4/4

92Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots

4/4

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

4/4

65End-to-end case for Scope-focused workflow aligned to: Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots

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	The archived review kept this package within Generate Circos configuration files for circular genomics data visualization. Supports..., not freeform inference detached from source data.
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 Capability86 / 100 — 8 Categories

Functional Suitability

Related legacy finding for circos-plot-generator: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency

11 / 12

92%

Reliability

Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency

10 / 12

83%

Performance & Context

Performance-context scoring suggests the package could handle larger or denser runs a little more gracefully.

7 / 8

88%

Agent Usability

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

14 / 16

88%

Human Usability

The archived deduction in human usability traces back to: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling

7 / 8

88%

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 Total86 / 100

Medical TaskExecution Average: 89 / 100 — Assertions: 18/20 Passed

100

Canonical

Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots

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

4/4 ✓

Variant B

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

4/4 ✓

Stress

End-to-end case for Scope-focused workflow aligned to: Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots

2/4 ⚠

100

Canonical✅ Pass

The archived evaluation treated Generate Circos configuration files for circular genomics data... as a clean in-scope run.

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

✅A1The circos-plot-generator 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 Use this skill for data analysis tasks that require explicit... scenario completed within the documented Generate Circos configuration files for circular genomics data visualization. Supports... boundary.

Basic 40/40|Specialized 57/60|Total 97/100

✅A1The circos-plot-generator 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

The archived run for Generate Circos configuration files for circular genomics data... confirmed the helper entrypoint and left the workflow in a stable state.

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

✅A1The circos-plot-generator 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 Generate Circos configuration files for circular genomics data visualization. Supports... boundary.

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

✅A1The circos-plot-generator 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

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 circos-plot-generator 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 / 100

Key Strengths

Primary routing is Data Analysis with execution mode B
Static quality score is 86/100 and dynamic average is 89.0/100
Assertions and command execution outcomes are recorded per input for human review