kpi-definition-helper

Kpi Definition Helper - Auto-activating skill for Data Analytics. Triggers on: kpi definition helper, kpi definition helper Part of the Data Analytics skill category.

1.01x

Quality

Does it follow best practices?

Impact

98%

1.01x

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/kpi-definition-helper/SKILL.md

Evaluation results

100%

KPI Framework for a Health & Wellness App

Step-by-step KPI framework with BI best practices

Criteria

Without context

With context

Step-by-step structure

100%

Goal-to-metric alignment

100%

KPI definitions present

100%

Targets or benchmarks included

100%

Industry best practice terminology

100%

Validation checklist file produced

100%

Validation covers definition quality

100%

Validation covers standards compliance

100%

Input data used

100%

Subscription tier dimension

100%

Without context: $0.4990 · 3m 7s · 19 turns · 19 in / 9,938 out tokens

With context: $0.7683 · 3m 53s · 29 turns · 322 in / 13,670 out tokens

97%

Executive KPI Dashboard for an E-Commerce Platform

Production-ready SQL queries and visualization for KPIs

Criteria

Without context

With context

No placeholder SQL

100%

KPI comment labels

100%

Covers revenue KPI

100%

Covers conversion KPI

50%

62%

Covers retention or repeat purchase

100%

Handles order status filter

100%

Visualization spec produced

100%

Visualization includes time dimension

100%

Validation document produced

100%

Validation checks production standards

100%

Acquisition channel dimension

100%

Without context: $0.3531 · 2m 17s · 13 turns · 16 in / 7,930 out tokens

With context: $0.5922 · 2m 43s · 24 turns · 284 in / 10,086 out tokens

97%

KPI Trend Analysis and Forecasting for a Retail Chain

Statistical KPI trend analysis with production-ready code

Criteria

Without context

With context

Runnable Python script

100%

Statistical trend method

100%

All four KPIs analyzed

100%

3-month forecast produced

100%

trend_results.json saved

100%

Trend direction classification

100%

Seasonality or year-over-year handling

70%

Step-by-step script structure

100%

Plain-language report produced

100%

Method documented

100%

Without context: $0.3671 · 1m 50s · 13 turns · 14 in / 7,138 out tokens

With context: $0.5440 · 2m 5s · 26 turns · 24 in / 7,814 out tokens

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

Evaluated: 18 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

KPI Framework for a Health & Wellness App Executive KPI Dashboard for an E-Commerce Platform KPI Trend Analysis and Forecasting for a Retail Chain

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