client-reporting-pack-generator
Transform raw KPI data into executive-ready client reports with automated summaries and strategic recommendations.
skill install https://www.promptspace.in/skills/client-reporting-pack-generatorWhat it does
This skill automates the transformation of raw KPI data (CSV or JSON) into professional, executive-ready client reporting packs. It analyzes metrics to generate high-level summaries, identifies wins and losses, detects anomalies, and provides strategic next-step recommendations.
Why use this skill
Manual reporting is time-consuming and prone to human oversight. This skill goes beyond basic data visualization by applying analytical guardrails that ensure recommendations are tied directly to metric movements. It eliminates "hallucinated" data by strictly adhering to provided files and explicitly flagging missing baselines instead of guessing.
Supported tools
- Works with any CSV or JSON metrics export.
- Output formats include Markdown for human readability and JSON for programmatic integration.
- Lightweight Python implementation with no external dependencies.
The Output
The result is a structured report featuring a high-level executive summary, a breakdown of performance against specific client goals, and actionable insights based on the reporting period's data trends.
Use cases
- Convert raw CSV/JSON exports into formatted Markdown executive summaries
- Automate anomaly detection and performance analysis for agency clients
- Generate machine-readable JSON reports for internal dashboard ingestion
- Create goal-oriented recommendations based on period-over-period trends
Example
Prompt
Sample output preview is available after purchase.