Other

spreadsheet-ops

Spreadsheet processing and analysis for CSV/Excel; trigger when users ask to merge/clean tabular data, run statistics, add/edit Excel formulas, apply formatting, generate charts, or force workbook recalculation.

85100Total Score
Core Capability
86 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
9 / 12
Maintainability
10 / 12
Agent-Specific
17 / 20
Medical Task
15 / 20 Passed
85You need to merge multiple CSV/Excel files into a single dataset and align columns
3/4
85You need to clean tabular data (normalize headers, deduplicate rows, resolve conflicts) before downstream use
3/4
85CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts
3/4
85CSV/Excel analysis: compute descriptive statistics and analysis reports
3/4
85End-to-end case for CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts
3/4

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

Core Capability86 / 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
Related legacy finding for spreadsheet-ops: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
10 / 12
83%
Performance & Context
The legacy audit deducted points for spreadsheet-ops in performance context.
7 / 8
88%
Agent Usability
The archived evaluation left some headroom for spreadsheet-ops under agent usability.
14 / 16
88%
Human Usability
Human usability reached full score in the archived evaluation.
8 / 8
100%
Security
The archived evaluation left some headroom for spreadsheet-ops under security.
9 / 12
75%
Maintainability
The legacy audit deducted points for spreadsheet-ops in maintainability.
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: 85 / 100 — Assertions: 15/20 Passed

85
Canonical
You need to merge multiple CSV/Excel files into a single dataset and align columns
3/4 ✓
85
Variant A
You need to clean tabular data (normalize headers, deduplicate rows, resolve conflicts) before downstream use
3/4 ✓
85
Edge
CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts
3/4 ✓
85
Variant B
CSV/Excel analysis: compute descriptive statistics and analysis reports
3/4 ✓
85
Stress
End-to-end case for CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts
3/4 ✓
85
Canonical✅ Pass
You need to merge multiple CSV/Excel files into a single dataset and align columns

The preserved weakness for You need to merge multiple CSV/Excel files into a single dataset and align columns was concentrated in one point: The script execution path completed successfully for the documented case.

Basic 33/40|Specialized 52/60|Total 85/100
✅A1The spreadsheet-ops output structure matches the documented deliverable
❌A2The script execution path completed successfully for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 3 / 4
85
Variant A✅ Pass
You need to clean tabular data (normalize headers, deduplicate rows, resolve conflicts) before downstream use

The main issue in this variant a run was: The script execution path completed successfully for the documented case.

Basic 31/40|Specialized 54/60|Total 85/100
✅A1The spreadsheet-ops output structure matches the documented deliverable
❌A2The script execution path completed successfully for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 3 / 4
85
Edge✅ Pass
CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts

The preserved weakness for CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts was concentrated in one point: The script execution path completed successfully for the documented case.

Basic 30/40|Specialized 55/60|Total 85/100
✅A1The spreadsheet-ops output structure matches the documented deliverable
❌A2The script execution path completed successfully for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 3 / 4
85
Variant B✅ Pass
CSV/Excel analysis: compute descriptive statistics and analysis reports

The preserved weakness for CSV/Excel analysis: compute descriptive statistics and analysis reports was concentrated in one point: The script execution path completed successfully for the documented case.

Basic 29/40|Specialized 56/60|Total 85/100
✅A1The spreadsheet-ops output structure matches the documented deliverable
❌A2The script execution path completed successfully for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 3 / 4
85
Stress✅ Pass
End-to-end case for CSV/Excel merge & cleaning: combine files, normalize column names, deduplicate, and resolve conflicts

The main issue in this stress run was: The script execution path completed successfully for the documented case.

Basic 26/40|Specialized 59/60|Total 85/100
✅A1The spreadsheet-ops output structure matches the documented deliverable
❌A2The script execution path completed successfully for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 3 / 4
Medical Task Total85 / 100

Key Strengths

  • Primary routing is Other with execution mode B
  • Static quality score is 86/100 and dynamic average is 71.6/100
  • Assertions and command execution outcomes are recorded per input for human review
  • Execution verification summary: Script verification 0/6; adjustment=0. analyze_data.py: rc=1; apply_formatting.py: rc=1; apply_formulas.py: rc=1; build_charts.py: rc=1