What problem does it solve?
Data teams and analysts struggle to transform raw analysis into consistent, decision-ready reports. Without a standardized workflow, reports become inconsistent notebook dumps, chat summaries, or dashboards that lack narrative structure, proper caveats, and auditability. This skill eliminates that fragmentation by enforcing an answer-first workflow that produces polished, evidence-backed reports tailored to the audience.
Core Features & Use Cases
- Audience-specific report structure: Automatically applies executive-report or technical-report specifications, ensuring the right balance of narrative, methodology, and evidence for product stakeholders versus technical reviewers.
- Multi-modal delivery: Generates either a bounded MCP artifact app report for in-platform consumption or a portable static HTML report with embedded Seaborn charts for sharing and offline use.
- Evidence and visualization QA: Routes all charts through a standardized visualization contract, validates report depth and segment structure, and preserves source metadata for auditability without cluttering the visible report.
- Conversion and export: Includes narrow conversion skills for Google Docs, Google Slides, and PDF export, ensuring reports can be shared in the format the audience needs while preserving narrative, charts, and caveats.
Use case: A product analyst completing a monthly KPI readout can use this skill to transform SQL results and notebook outputs into a polished HTML report with an executive summary, trend charts, and actionable recommendations, ready to share with leadership.
Quick Start
Use the build-report skill to create a polished analytical report from the latest Q3 sales data with an executive summary, revenue trend chart, and recommended next steps for the product leadership team.
