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    Data Analysis Decision Engine

    1

    Data analysis engine with 4D decision matrix, 15-min quick analysis template, statistics reference, A/B testing playbook, user behavior analysis, SQL templates.

    Free

    21 usesSecurity scanned

    Data Analysis Decision Engine

    Example session with this skill installed

    I have user behavior data (page views, clicks, signups, purchases) for my SaaS product. I need to understand why free-to-paid conversion dropped 15% this month.

    • Read your context and instructions
    • Compiled the data analysis decision

    Analysis Plan: Conversion Drop Diagnosis

    Recommended Approach: Funnel + Cohort Analysis

    Step 1 — Funnel Breakdown
    Compare each funnel stage month-over-month:

    • Landing → Signup: -3% (minor)
    • Signup → Activation: -22% ⚠️ PRIMARY DROPOFF
    • Activation → Trial: -8%
    • Trial → Paid: -2% (stable)

    Step 2 — Cohort Segmentation

    Split by acquisition channel

    • Organic: conversion stable ✓
    • Paid ads: conversion -35% ⚠️ ROOT CAUSE CANDIDATE
    • Referral: conversion +12%

    Step 3 — Hypothesis
    Paid ad quality degraded → users not reaching activation → never experience value → don't convert

    Step 4 — Recommended Action
    Pause bottom 3 ad creatives, redirect budget to referral program (+12% conversion). A/B test new ad messaging before scaling.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Stop drowning in dashboards. This engine helps you pick the right analysis method, ask the right questions, and deliver insights that actually change decisions. From quick exploratory analysis to production ML pipelines.

    • Does not perform live data cleaning or ETL. - Statistical results require user verification for domain context. - Limited to standard Python data science libraries.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    21 uses

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    Security scan

    Security scan passed 4 months ago

    • Free with an Agensi account

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    Listed4 months ago

    What's inside

    Frequently Asked Questions

    The tool uses a 4D matrix considering demand type, data type, volume, and delivery format to recommend the best statistical approach.

    It provides a checklist for MDE, alpha, beta, and baseline rates to ensure your experiment is statistically sound.

    Yes, it includes standard Python snippets for descriptive statistics, T-tests, ANOVA, and common Scikit-learn models.

    It identifies 10 common pitfalls such as p-hacking, correlation vs causation, and Simpson's Paradox.