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Skill

KPI snapshot brief

The numbers, what moved, and the one paragraph of judgment nobody had time to write.

By
Caleb and Ryan, the founders
Updated
September 2, 2026
Version
0.1, in the library
  • Claude Code
  • Cursor

A skill that turns an export of your key numbers into the short brief a busy owner actually reads: this week against last, what moved enough to matter, and what deserves a question. Thresholds for matters live in the file, so noise stays out by your definition.

Built, documented, running.

Part of the working library we deploy from on every engagement.

Bring this into a project

Runs on

  • Claude Code
  • Cursor

2 requirements, below.

  • Complete and documented: the same files we run ourselves.
  • Deployed and tuned to your stack as part of an engagement.

The file

Draft excerpt
---name: kpi-snapshot-briefdescription: Numbers in; judgment out; noise nowhere.--- # Only movements past the threshold earn a sentence.

What is inside

3 items. Includes deployment guide.

  • SKILL.mdThe brief format and the movement thresholds
  • sample-brief.mdA finished snapshot, half a page
  • guide.mdSetting thresholds so the brief stays quiet until it should not be

Who it is for

  • The numbers get glanced at, not read, because nobody frames them.
  • Trend changes get noticed a month late.
  • Reporting means screenshots of charts pasted into chat.

Requirements

  • A repeatable export of your numbers
  • An agent runtime that reads skills

Where this sits

  1. This system

    KPI snapshot brief

    In the library, running.

  2. In your stack

    Deployed on an engagement

    The audit finds which system earns its place first; we install and tune it around how you work.

Changelog

  1. September 2, 2026In the library. Version 0.1 runs in our own operation.

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