retention-calculator

Retention Calculator - Auto-activating skill for Data Analytics. Triggers on: retention calculator, retention calculator Part of the Data Analytics skill category.

1.03x

Quality

Does it follow best practices?

Impact

93%

1.03x

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/retention-calculator/SKILL.md

Evaluation results

88%

-1%

Monthly Cohort Retention Analysis

SQL cohort retention analysis

Criteria

Without context

With context

SQL primary method

100%

Cohort definition in SQL

100%

Month-over-month retention in SQL

100%

Production-ready SQL structure

70%

Results CSV produced

100%

Output validation present

33%

25%

Step-by-step structure

100%

BI summary present

100%

BI framing in summary

100%

Without context: $0.3428 · 1m 24s · 16 turns · 17 in / 5,884 out tokens

With context: $0.6460 · 2m 19s · 35 turns · 66 in / 8,783 out tokens

100%

10%

Subscription Retention Dashboard

Retention metrics visualization

Criteria

Without context

With context

Visualization produced

100%

Tier breakdown in chart

100%

Retention rate calculated

100%

Production-ready code

70%

100%

Step-by-step structure

100%

Output validation

30%

100%

Industry-standard charting

100%

BI insights document

100%

Business framing in insights

100%

No large intermediate files

100%

Without context: $0.3044 · 1m 23s · 20 turns · 21 in / 4,516 out tokens

With context: $0.5444 · 1m 57s · 30 turns · 282 in / 6,605 out tokens

91%

-1%

Evaluating a Retention Improvement Initiative

Statistical retention significance testing

Criteria

Without context

With context

Statistical test applied

100%

P-value reported

100%

Retention rates reported

100%

Confidence interval included

100%

Output validation

40%

50%

Step-by-step structure

100%

70%

Production-ready code

100%

Methodology documented

100%

Plain-English conclusion

100%

BI framing

66%

83%

Without context: $0.3763 · 1m 26s · 21 turns · 21 in / 5,607 out tokens

With context: $0.4671 · 1m 34s · 27 turns · 58 in / 5,846 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

Monthly Cohort Retention Analysis Subscription Retention Dashboard Evaluating a Retention Improvement Initiative

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.