Data Analysis
table-1-generator
Automated generation of baseline characteristics tables (Table 1) for clinical research papers.
83100Total 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
89Automated generation of baseline characteristics tables (Table 1) for clinical research papers
4/4
85Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
83Automated generation of baseline characteristics tables (Table 1) for clinical research papers
4/4
81Packaged executable path(s): scripts/main.py
4/4
75End-to-end case for Scope-focused workflow aligned to: Automated generation of baseline characteristics tables (Table 1) for clinical research papers
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 | 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 Automated generation of baseline characteristics tables (Table 1) for clinical research papers, not freeform inference detached from source data. |
| Methodological Ground | PASS | The archived evaluation treated the workflow as method-linked rather than ad hoc. |
| Code Usability | PASS | Code usability passed because the package still exposed a reviewable execution surface for its documented workflow. |
Core Capability83 / 100 — 8 Categories
Functional Suitability
The package fits its analysis task well, although the final artifact contract could still be sharpened slightly.
11 / 12
92%
Reliability
Reliability 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
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The packaged analysis path is understandable, though the archived score suggests slightly clearer routing would help.
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
Related legacy finding for table-1-generator: 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: 82.6 / 100 — Assertions: 18/20 Passed
89
Canonical
Automated generation of baseline characteristics tables (Table 1) for clinical research papers
4/4 ✓
85
Variant A
Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
83
Edge
Automated generation of baseline characteristics tables (Table 1) for clinical research papers
4/4 ✓
81
Variant B
Packaged executable path(s): scripts/main.py
4/4 ✓
75
Stress
End-to-end case for Scope-focused workflow aligned to: Automated generation of baseline characteristics tables (Table 1) for clinical research papers
2/4 ✓
89
Canonical✅ Pass
Automated generation of baseline characteristics tables (Table 1) for clinical research papers
The archived evaluation treated Automated generation of baseline characteristics tables (Table 1)... as a clean in-scope run.
Basic 38/40|Specialized 51/60|Total 89/100
✅A1The table-1-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
85
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 Automated generation of baseline characteristics tables (Table 1) for clinical research papers boundary.
Basic 36/40|Specialized 49/60|Total 85/100
✅A1The table-1-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
83
Edge✅ Pass
Automated generation of baseline characteristics tables (Table 1) for clinical research papers
For Automated generation of baseline characteristics tables (Table 1)..., the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 35/40|Specialized 48/60|Total 83/100
✅A1The table-1-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
81
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 34/40|Specialized 47/60|Total 81/100
✅A1The table-1-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
75
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Automated generation of baseline characteristics tables (Table 1) for clinical research papers
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 31/40|Specialized 44/60|Total 75/100
✅A1The table-1-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 Total82.6 / 100
Key Strengths
- Primary routing is Data Analysis with execution mode B
- Static quality score is 83/100 and dynamic average is 82.6/100
- Assertions and command execution outcomes are recorded per input for human review