Catalog · topic

Data & Analytics

Trust your numbers. Analytics and tracking setup, data pipelines, AI-powered search over your own data, and dashboards that answer the question instead of decorating it.

The common thread is never trusting a single number. Most "GA4 is wrong" cases turn out to be a setup problem, so checking two sources against each other is the default habit here. The search-and-retrieval parts come straight from the memory system we run ourselves.

25 skills · 1 agents · 1 mcp connectors

Who this shelf is for
  • Marketer whose GA4 numbers never match the ad platform
  • Analyst tired of dashboards no stakeholder actually reads
  • Builder adding search and retrieval to a real product
Where to start

There is no kit; start from the symptom. Numbers you don’t trust? Begin with Analytics Tracking and Data Quality Frameworks. Reports nobody reads? Start with Data Storytelling.

Skills 25

Data & Analytics Skill

Airflow DAG Patterns

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and…

$15
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Data & Analytics Skill

Data

Analytics and data query patterns for metrics, dashboards, reports, KPIs, and funnel analysis

$15
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Data & Analytics Skill

Data Storytelling

Transform data into compelling narratives using visualization, context, and persuasive…

$15
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Data & Analytics Skill

Database Migration

Execute database migrations across ORMs and platforms with zero-downtime strategies, data…

$15
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Data & Analytics Skill

Firecrawl CLI

Official Firecrawl CLI skill for web scraping, search, crawling, and browser automation.

$15
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Data & Analytics Skill

Grafana Dashboards

Create and manage production Grafana dashboards for real-time visualization of system and…

$15
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Data & Analytics Skill

KPI Dashboard Design

Design effective KPI dashboards with metrics selection, visualization best practices, and…

$15
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Data & Analytics Skill

MCP Data Toolkit

MCP veri araclari (GSC, GA4, Google Ads Keyword Planner) dogru kullanim kilavuzu.

$15
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Data & Analytics Skill

RAG Implementation

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases…

$15
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Data & Analytics Skill

Spark Optimization

Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.

$15
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Data & Analytics Skill

Supabase Operations

Direct Supabase Postgres operations via `mcp__postgres__*` RLS policy audit, migration…

$15
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Agents 1

Data & Analytics Agent

Data Weaver

Supabase/Postgres schema, RLS and API engineer

$79
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MCP Connectors 1

Questions · still in the air

Catch what's on your mind.

the air is clear. nothing between you and the forge.
catch a spark: the forge will answer

  1. My GA4 numbers feel wrong, where do I start?

    With Analytics Tracking: it audits what fires, what double-counts and what never arrives. Most “GA4 is wrong” cases are wiring, not the tool, the skill finds the broken joint before you rebuild dashboards on it.

  2. Do these cover RAG and vector search properly?

    Yes, this is the shelf our own memory system came from. Brain Graphrag Entity Relation and the RAG skills cover chunking, embedding, hybrid search and the retrieval checks that keep answers grounded.

  3. Dashboards, do the skills build them or critique them?

    Both directions: Data Storytelling structures a dashboard so it answers a question instead of decorating one, and Data Quality Frameworks makes sure the numbers feeding it deserve the trust.