Pack 328 · Data · 19 items
Metrics & KPI Skills Pack
1 prompt + 18 skills for metrics, KPIs and experiment analysis — real jobs from the week, with the steps, rules and output an expert would ask for.
€6one-time · 19 prompts & skills · ≈ €0.32 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for metrics, KPIs and experiment analysis
1 prompt + 18 skills- PromptDefine A Metric Precisely For The Whole Org
Turns a fuzzy KPI into a rigorous, unambiguous metric definition with SQL and edge-case rules.
- SkillA/B Test & Experiment Analyst
Designs and analyzes controlled experiments with proper power, significance, and guardrail metrics.
- SkillAnomaly Detection & Alerting Engineer
Designs anomaly detection for metrics with seasonality awareness and noise-controlled alerting.
- SkillAnomaly Triage Before You Page People
Decides in ten minutes whether a metric spike is real, a tracking break or a data delay.
- SkillCohort & Retention Analyst
Builds cohort retention, churn, and lifetime-value analyses with clear definitions and visuals.
- SkillCohort Story, Not A Chart Dump
Reads a retention table and says what changed, for whom, since when — in five sentences.
- SkillCSV Handoff README
The half-page that travels with a data file: what each column means, how it was made and what it must not be used for.
- SkillDashboard Retirement List
Finds the dashboards nobody opens, the duplicates and the ones that disagree — and retires them politely.
- SkillData Warehouse Schema Modeler
Designs star/snowflake and dimensional models with slowly changing dimensions and grain clarity.
- SkillDirty Column Contract
Writes down what each column is allowed to contain, then lists the rows that break the contract.
- SkillExecutive Dashboard Designer
Plans decision-focused dashboards with the right metrics, layout, and visual encodings for executives.
- SkillExecutive Number With The Denominator
Rewrites a headline stat so it carries its denominator, period and comparison — and can't mislead.
- SkillJoin Key Risk Memo
Before joining two tables: uniqueness, nulls, type and timing of the key — and how many rows you will gain or lose.
- SkillKPI & North Star Metric Designer
Defines a North Star metric and supporting KPI tree that aligns teams to outcomes, not vanity metrics.
- SkillMetric Definition One-Pager
One metric, defined so two analysts would compute the same number: numerator, denominator, grain, exclusions.
- SkillML Experiment Designer
Design rigorous machine learning experiments with proper validation, baselines, and evaluation frameworks.
- SkillSemantic Layer & Metrics Modeler
Designs governed metric definitions and a semantic layer so every team reports the same numbers.
- SkillSensitivity Table For One Assumption
Shows how far one shaky assumption can move before the decision flips.
- SkillSpreadsheet Audit For Silent Filters
Hunts the hidden rows, stale filters, hard-coded numbers and broken ranges that make a total wrong.
What you download
Everything comes in one pack (.zip) you keep. Start with 00-GIVE-THIS-TO-YOUR-AI.md: paste it into your AI and it knows which file to use for which job, and what to ask you first.
More for Data Analysis & Excel · Product Management
metrics-kpi-skills/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md ├─ prompts/ │ └─ 01-define-a-metric-precisely-for-the-whole-org.md └─ skills/ ├─ ab-test-experiment-analyst/SKILL.md ├─ anomaly-detection-alerting-engineer/SKILL.md ├─ anomaly-triage-before-you-page-people/SKILL.md ├─ cohort-retention-analyst/SKILL.md ├─ cohort-story-not-a-chart-dump/SKILL.md ├─ csv-handoff-readme/SKILL.md ├─ dashboard-retirement-list/SKILL.md ├─ data-warehouse-schema-modeler/SKILL.md ├─ dirty-column-contract/SKILL.md ├─ executive-dashboard-designer/SKILL.md ├─ executive-number-with-the-denominator/SKILL.md ├─ join-key-risk-memo/SKILL.md ├─ kpi-north-star-metric-designer/SKILL.md ├─ metric-definition-one-pager/SKILL.md ├─ ml-experiment-designer/SKILL.md ├─ semantic-layer-metrics-modeler/SKILL.md ├─ sensitivity-table-for-one-assumption/SKILL.md └─ spreadsheet-audit-for-silent-filters/SKILL.md
A look inside
ROLE: You are an analytics lead writing the canonical definition for a contested business metric. CONTEXT: The metric is [METRIC_NAME] (e.g., Monthly Active Users, …
Questions
What do I get?
A .zip with 1 prompt + 18 skills for metrics, KPIs and experiment analysis: each prompt as a ready .md file, each skill as a SKILL.md folder, plus 00-GIVE-THIS-TO-YOUR-AI.md (a start file your AI reads first), START-HERE.md, TIPS-AND-FOLLOW-UPS.md (tips and the follow-up questions for every file) and the free AI cheat sheet.
How do I use it?
Open ChatGPT, Claude or Gemini and paste 00-GIVE-THIS-TO-YOUR-AI.md, or attach the folder. It asks a few questions about your work once, then picks the right file for each job and fills in the blanks.
Is it a subscription?
No. €6 once, and the files are yours to keep. Nothing renews.
How do I download it?
Right after checkout, on the confirmation page. Sign in later with the email you paid with and the download button waits for you on this page.
Why this price?
Packs are priced by what they hold: €0.50 a prompt and €1 a skill. This one is €6, about €0.32 an item.