business-intelligence

business-intelligence is a skill for Claude Code, Codex from cbrock84/headcount. It costs 73 tokens per session (805 once invoked), scanned A, original, MIT.

A business-intelligence skill for turning business questions into useful reports and dashboards. It covers choosing metrics, showing how they relate, and helping people act on the results.

In plain words
What is it for?
Use it to design a dashboard or report, build a metric tree, choose what to measure, or set up analytics that other people can use themselves.
Why use it?
It prevents teams from building dashboards that nobody uses or that show numbers without explaining what to do. It starts with the decision a report should support.

Skill for Claude CodeCodex

Part of the data-analytics plugin — 7 skills shipped together

About the project

headcount is an organization of independently installable Claude Code plugins, each grouping skills for a department such as finance, security, or demand generation. Claude Code users install the departments they need and invoke their skills for specialized work; the catalogue entries are skills and related agent tooling from that organization.

cbrock84/headcount · 1,247 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/cbrock84/headcount/business-intelligence
Any agent
npx skills add cbrock84/headcount --skill business-intelligence
Clone the repo
git clone --depth 1 https://github.com/cbrock84/headcount

Made for: Claude Code, Codex.

Or install data-analytics, the plugin that ships this one along with the rest of its 7 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for business-intelligence

README.md
[![agentmods](https://agentmods.dev/badge/skills/cbrock84/headcount/business-intelligence.svg)](https://agentmods.dev/skills/cbrock84/headcount/business-intelligence)
Your own site
<a href="https://agentmods.dev/skills/cbrock84/headcount/business-intelligence"><img src="https://agentmods.dev/badge/skills/cbrock84/headcount/business-intelligence.svg" alt="Measured on agentmods" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 805 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00073 $0.00805
Opus 5 $0.00036 $0.00402
Sonnet 5 $0.00015 $0.00161
Haiku 4.5 $0.00007 $0.00081

Measured yesterday against content hash 937e923ffb82, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

business-intelligence scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/data-analytics/skills/business-intelligence/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.
  • Lead with the answer — the primary number, its comparison, and whether that is good. A number with no comparison is not information.
  • Comparison always: prior period, target, or cohort. Choose deliberately, because each tells a different story.
  • Say what "good" is. A viewer who cannot tell whether 4.2% is good will not act.
  • Annotate the anomalies. The spike everyone asks about should carry its explanation, or you will explain it every month.
  • Cut the rest. Charts nobody uses cost attention on every visit and make the useful ones harder to find.

Self-serve

Self-serve works when the semantic layer is trustworthy and the questions are anticipated. It fails when people are handed raw tables and left to define metrics themselves — that produces confident wrong answers, which is worse than a queue.

Give governed metrics, curated datasets, and templates for common questions. Keep the raw layer for analysts.

Read the full file on GitHub · 83 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday Changed · +17 lines 937e923ffb82
  2. 5d ago First seen · 66 lines · 73 tokens per session scan A 92664a5c7f80

Subscribe to this mod's changes

business-intelligence is a skill published in the GitHub repository cbrock84/headcount (1,247 stars, last pushed 2d ago), licensed MIT. It adds 73 tokens to every session and 805 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

save

Save durable decisions, findings, plans, and implementation knowledge from the visible Codex conversation into a new or existing NeatContext context. Use only when the user explicitly invokes this skill or asks to preserve the current conversation as reusable context.

XTSoftwareLabs/neatcontext-plugins · 49 tokens

mode

Show or set NeatContext routing to auto, ask, or manual for Codex, with an optional default shared with every other NeatContext host. Use only when the user explicitly invokes this skill or clearly asks to change routing behavior.

XTSoftwareLabs/neatcontext-plugins · 50 tokens

status

Report the NeatContext context and routing mode active in Codex, including missing-file or stale-routing warnings. Use when the user asks which context is connected or explicitly invokes this skill.

XTSoftwareLabs/neatcontext-plugins · 39 tokens

list

List the local NeatContext Contexts available to Codex. Use when the user asks what contexts exist, what can be connected, or explicitly invokes this skill.

XTSoftwareLabs/neatcontext-plugins · 35 tokens

build-oxpecker-web-app

Build or modify an Oxpecker web application in idiomatic F#, using endpoint routing, functional EndpointHandler and EndpointMiddleware composition, ASP.NET Core metadata, and focused endpoint tests.

gaelic-ghost/socket · 44 tokens

dns

This skill should be used when the user asks about "DNS", "domain resolution", "GeoDNS / geo routing", "latency-based routing", "weighted / failover routing", "Route 53 / Cloud DNS", an "A/CNAME/ALIAS record", "anycast", or "DNS TTL / propagation". It gives the global front door that maps a name to the right IP and…

proyecto26/system-design-skills · 131 tokens