Data Analysis
gene-structure-mapper
Use gene structure mapper 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 gene structure mapper 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 gene structure mapper 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 gene structure mapper 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
PASSResearch Veto✅ PASS — Applicable
| Dimension | Result | Detail |
|---|---|---|
| Scientific Integrity | PASS | Scientific integrity held because extraction and analysis outputs stayed tied to provided text, metadata, or runtime evidence rather than invented study findings. |
| Practice Boundaries | PASS | The evaluated outputs stayed inside the Use gene structure mapper for data analysis workflows that need structured execution,... and did not drift into unsupported interpretation beyond the available inputs. |
| Methodological Ground | PASS | Methodological grounding was preserved through the documented inputs, transformations, and expected artifacts. |
| 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
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
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
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.
9 / 12
75%
Maintainability
The archived review treated the package as maintainable, while still preserving some room for cleanup.
9 / 12
75%
Agent-Specific
Related legacy finding for gene-structure-mapper: 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 gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
4/4 ✓
92
Variant A
Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
91
Edge
Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
4/4 ✓
89
Variant B
Packaged executable path(s): scripts/main.py
4/4 ✓
64
Stress
End-to-end case for Scope-focused workflow aligned to: Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
2/4 ⚠
100
Canonical✅ Pass
Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
Use gene structure mapper for data analysis workflows that need... remained well-aligned with the documented contract in the preserved audit.
Basic 40/40|Specialized 60/60|Total 100/100
✅A1The gene-structure-mapper 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
92
Variant A✅ Pass
Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
Use this skill for data analysis tasks that require explicit... remained well-aligned with the documented contract in the preserved audit.
Basic 36/40|Specialized 56/60|Total 92/100
✅A1The gene-structure-mapper 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
91
Edge✅ Pass
Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
The Use gene structure mapper for data analysis workflows that need... path verified the packaged helper command without exposing a deeper execution issue.
Basic 36/40|Specialized 55/60|Total 91/100
✅A1The gene-structure-mapper 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
89
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 53/60|Total 89/100
✅A1The gene-structure-mapper 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
64
Stress⚠️ Warning
End-to-end case for Scope-focused workflow aligned to: Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries
The preserved weakness for End-to-end case for Scope-focused workflow aligned to: Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries was concentrated in one point: The output stays within declared skill scope and target objective.
Basic 25/40|Specialized 39/60|Total 64/100
✅A1The gene-structure-mapper 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