business-intelligence SKILL.md skillA

business-intelligence from cbrock84/headcount is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cbrock84/headcount/business-intelligence@git:20260916.e72e404

Pins git:20260916.e72e404 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cbrock84/headcount
Path
plugins/data-analytics/skills/business-intelligence/SKILL.md
Versions recorded
4
Latest version
git:20260916.e72e404, committed Sep 16, 2026
First version recorded
Aug 29, 2026
Size
4,149 bytes
Repository stars
2,543
License
MIT

Builds reporting and self-serve analytics that people actually use — metric trees, dashboard design, distribution, and the discipline that stops dashboards proliferating. Use this to build a dashboard or report, design a metrics framework, set up self-serve analytics, decide what to measure, or diagnose why reporting exists but nobody uses it or trusts it.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Business intelligence

Most organizations have too many dashboards and too little insight. The two are related: when
everything is measured, nothing is watched.

## Start from the decision

Every report answers one question for one audience who can act on it. Before building, name the
decision it informs and what a viewer would do differently based on it.

If nothing would change, do not build it. That single filter removes most dashboard requests, and
the ones surviving it get used.

## Metric trees

Structure metrics as a tree, not a list. One primary outcome at the top, decomposed into the drivers
that mathematically produce it, each decomposed again.

Revenue = customers × average value. Customers = new + retained. New = traffic × conversion. And so
on.

This does two things a metric list cannot: when the top number moves, you can walk down to find
*where*; and it makes clear which metrics are levers and which are outcomes. Teams should be
measured on levers they control, not on outcomes they influence.

## Dashboard design

- **One screen, one question.** Scrolling dashboards are several dashboards that were not separated.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cbrock84/headcount/business-intelligence@sha256:18ca77394321463f

The line at the top of this page pins the label git:20260916.e72e404, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sjlfozlaf7s5l5f6.svg)](https://markdownregistry.com/a/art_sjlfozlaf7s5l5f6)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Aug 29, 2026 and Sep 16, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20260916.e72e404 latest2026-09-16 e72e404 4,149 BA view · diff
git:20260901.07574042026-09-01 0757404 3,810 BA view · diff
git:20260901.aa453832026-09-01 aa45383 3,420 BA view · diff
git:20260829.635d8e82026-08-29 635d8e8 3,118 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4149 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

cbrock84/headcount · 2,543 stars · license MIT · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sjlfozlaf7s5l5f6
GET https://markdownregistry.com/api/v1/resolve?ref=cbrock84/headcount/business-intelligence
GET https://markdownregistry.com/api/v1/blob/18ca77394321463f0acb1b8b48ad09b0958854b6881cf1898b5c67d78bd8ff4c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in cbrock84/headcount

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