pivot-table-creator

Pivot Table Creator - Auto-activating skill for Data Analytics. Triggers on: pivot table creator, pivot table creator Part of the Data Analytics skill category.

1.02x

Quality

Does it follow best practices?

Impact

86%

1.02x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./planned-skills/generated/12-data-analytics/pivot-table-creator/SKILL.md

Evaluation results

96%

-4%

Regional Sales Performance Report

SQL pivot table for sales reporting

Criteria

Without context

With context

Production-ready SQL

100%

Pivot structure present

100%

Aggregation function used

100%

Column aliases defined

100%

Step-by-step explanation

100%

Best practices: NULL handling

100%

80%

Validation step included

100%

Schema or table definitions

100%

Output file produced

100%

Business context addressed

100%

80%

Without context: $0.2458 · 1m 3s · 14 turns · 17 in / 3,451 out tokens

With context: $0.3733 · 1m 20s · 23 turns · 22 in / 4,405 out tokens

81%

Customer Support Ticket Analysis

Python pandas pivot table with statistical analysis and visualization

Criteria

Without context

With context

Uses pandas pivot_table

100%

Statistical aggregation

100%

Visualization produced

100%

Step-by-step workflow

90%

80%

Production-ready code

100%

Margins or subtotals

50%

Output CSV saved

100%

Validation check

Multiple metrics

100%

Readable column labels

90%

70%

Without context: $0.5053 · 2m 5s · 30 turns · 29 in / 7,042 out tokens

With context: $0.4720 · 1m 51s · 26 turns · 364 in / 5,927 out tokens

83%

11%

E-commerce Order Fulfillment BI Pipeline

Business intelligence data transformation and validation

Criteria

Without context

With context

Pivot transformation present

60%

100%

Production-ready script

100%

Validation against source

BI-ready output format

100%

Multiple aggregation metrics

100%

Step-by-step comments

62%

100%

Handles missing data

30%

50%

Column naming conventions

100%

Best practices: no hardcoded magic values

83%

100%

Summary documentation

100%

Without context: $0.4121 · 1m 43s · 23 turns · 24 in / 5,771 out tokens

With context: $0.6752 · 2m 31s · 37 turns · 36 in / 8,561 out tokens

Repository: jeremylongshore/claude-code-plugins-plus-skills
Commit: 0c08951

Evaluated: 17 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Regional Sales Performance Report Customer Support Ticket Analysis E-commerce Order Fulfillment BI Pipeline

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