The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, skills, and validation scripts for Copilot, Claude, and Autonomous Agents.
Use when the user wants output to follow a company's brand / visual identity, or asks to set one up — "use our brand", "make it on-brand", "here's our identity", "create a DESIGN.md". Reads and applies a DESIGN.md (Google Labs open spec): brand tokens for colors, typography, spacing, radius, shadows, and components…
Use when the user wants to build a presentation, deck, slides, pitch, readout, or interactive report from data work — exploratory analysis, dashboards, business plans, proposals. Covers as-code HTML formats (reveal.js deck, flexible scrollable deck, interactive site, consulting-style PDF, Marp) plus a chart cookbook…
Use when the user wants to create, add, extend, or modify an agent, skill, or workflow in this kit (e.g. "create a skill for our dbt naming standard", "add an agent for X", "new workflow"). Decides whether to build an agent, a skill, or nothing, enforces lean quality standards, and keeps every installed AI-tool folder…
Use when the user asks to document, write docs for, or generate a runbook, data dictionary, metric definition, ADR, or Power BI dashboard catalog for a data project. Provides the team's canonical documentation templates as separate files.
Use when the user needs an EDITABLE PowerPoint (.pptx) deliverable — "make a PowerPoint", "export to PPTX", "editable slides", "send me a .pptx". Generates native, fully editable PowerPoint (real text boxes, shapes, native charts with embedded data, tables) via python-pptx — not images. Brand colors map from…
Edit the Power BI report layer as code — pages, visuals, bookmarks, and themes — by writing PBIR JSON files in a PBIP project (offline, Desktop closed).
Edit the Power BI semantic model as code by authoring TMDL files in a PBIP project (offline, Desktop closed). Covers structure, syntax, and post-edit verification.