How do I install the Weekly Business Report skill?

Run npx skillmds@latest add gked2121/weekly-business-report in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Weekly Business Report safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Weekly Business Report?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Weekly Business Report free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Weekly Business Report?

gked2121 (@gked2121) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Weekly Business Report by gked2121 — Agent Skill

Name: Weekly Business Report
Author: gked2121

Weekly Business Report

Auto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metrics. Produces executive-ready reports with dashboards, trends, highlights, concerns, and action items.

gked2121 Updated Sep 17, 2026

File contents

Weekly Business Report Generator

Pull data from multiple business systems, synthesize it into a coherent narrative, and produce an executive-ready weekly report that turns raw numbers into strategic insight.

references/configuration.md — first-run setup questions, directory layout, full config.yaml, and kpi-history.json schema.
references/data-and-calculations.md — per-source data collection, trend indicators, target comparison, rolling averages, anomaly detection, comparison modes, custom KPI groups, quality rules, and error handling.
references/output-template.md — the full report markdown template and detail levels.

Workflow

First run (no configuration exists)

Run the setup questions and create the directory layout. See references/configuration.md.
Generate config.yaml and templates/kpi-definitions.yaml from the schema in references/configuration.md.
Initialize history/kpi-history.json using the schema in references/configuration.md.

Each subsequent run

Read config.yaml and templates/kpi-definitions.yaml.
Determine the reporting period (the previous full business week).
Pull data from each enabled source and snapshot it to data/{date}/. See references/data-and-calculations.md.
Calculate every KPI: trend indicators, target comparison, rolling averages, and anomalies. See references/data-and-calculations.md.
Compare against targets and prior weeks; flag anomalies.
Generate the report from the template in references/output-template.md, tailored to each recipient's detail level.
Save the report to reports/{date}-weekly-report.md and append this week's values to history/kpi-history.json.

Quick Commands

"Generate this week's report" — full report for the most recent complete week.
"Show me revenue trends" — revenue-specific trend analysis with 4-8 week history.
"What are the concerns this week?" — concerns-only output.
"Add KPI [name]" — add a new KPI to tracking (see custom KPI groups in references/data-and-calculations.md).
"Update targets" — modify target values for existing KPIs.
"Compare last 4 weeks" — side-by-side comparison of the last 4 weekly reports.
"YTD summary" — year-to-date summary across all tracked KPIs.

Apply the report quality rules and error handling in references/data-and-calculations.md to every run.

---name: weekly-business-reportdescription: Auto-generates weekly KPI reports from multiple data sources including Supabase analytics, CRM data, financial spreadsheets, and email metrics. Produces executive-ready reports with dashboards, trends, highlights, concerns, and action items.---# Weekly Business Report GeneratorPull data from multiple business systems, synthesize it into a coherent narrative, and produce an executive-ready weekly report that turns raw numbers into strategic insight.## Contents- `references/configuration.md` — first-run setup questions, directory layout, full `config.yaml`, and `kpi-history.json` schema.- `references/data-and-calculations.md` — per-source data collection, trend indicators, target comparison, rolling averages, anomaly detection, comparison modes, custom KPI groups, quality rules, and error handling.- `references/output-template.md` — the full report markdown template and detail levels.## Workflow### First run (no configuration exists)1. Run the setup questions and create the directory layout. See `references/configuration.md`.2. Generate `config.yaml` and `templates/kpi-definitions.yaml` from the schema in `references/configuration.md`.3. Initialize `history/kpi-history.json` using the schema in `references/configuration.md`.### Each subsequent run1. Read `config.yaml` and `templates/kpi-definitions.yaml`.2. Determine the reporting period (the previous full business week).3. Pull data from each enabled source and snapshot it to `data/{date}/`. See `references/data-and-calculations.md`.4. Calculate every KPI: trend indicators, target comparison, rolling averages, and anomalies. See `references/data-and-calculations.md`.5. Compare against targets and prior weeks; flag anomalies.6. Generate the report from the template in `references/output-template.md`, tailored to each recipient's detail level.7. Save the report to `reports/{date}-weekly-report.md` and append this week's values to `history/kpi-history.json`.## Quick Commands- "Generate this week's report" — full report for the most recent complete week.- "Show me revenue trends" — revenue-specific trend analysis with 4-8 week history.- "What are the concerns this week?" — concerns-only output.- "Add KPI [name]" — add a new KPI to tracking (see custom KPI groups in `references/data-and-calculations.md`).- "Update targets" — modify target values for existing KPIs.- "Compare last 4 weeks" — side-by-side comparison of the last 4 weekly reports.- "YTD summary" — year-to-date summary across all tracked KPIs.Apply the report quality rules and error handling in `references/data-and-calculations.md` to every run.

Frequently asked questions