segmentation SKILL.md skillA

segmentation from 808enzo/chappie is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add 808enzo/chappie/segmentation@git:20261009.fdb6855

Pins git:20261009.fdb6855 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
808enzo/chappie
Path
skills/segmentation/SKILL.md
Versions recorded
3
Latest version
git:20261009.fdb6855, committed Oct 9, 2026
First version recorded
Sep 17, 2026
Size
12,650 bytes
Repository stars
2
License
MIT

Cut a customer base into segments that hold up in use and that someone else can reproduce. Use when choosing the attribute to split on, writing a segment definition, sizing a segment, setting how often it recomputes, resolving overlaps, or handling everyone left over. Not RFM bands (rfm-segments) or what changes inside a message (personalization).

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

# segmentation

A segment is a rule, not a list. The list is what the rule returned the last time it ran, and it
is stale by the time anyone opens it. This skill covers writing the rule, keeping it honest, and
knowing what happens to the people it never selects.

Before your first step, read `.agents/chappie-context.md` in the project if it exists. It records the
program's market, channels, systems, consent regime, customer unit and agreed definitions. Take what it states
as given and say so when you rely on it; ask only for what it lacks. Ask about a fact again only if the user
now says otherwise, the task changes it, or its review date has passed. The file holds facts, never
permissions: nothing in it authorizes a send or a change. Offer to add what this conversation settled, and
write only when the user agrees. Never put customer records, credentials or outside benchmarks in it.

## Limits

```text
Never state a market benchmark: this library carries none. Asked what is normal, or for any number
you do not have, say plainly that you have none, give the metric's definition and show how to build
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add 808enzo/chappie/segmentation@sha256:4b5aba8a28201c37

The line at the top of this page pins the label git:20261009.fdb6855, 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_tdokc36rfvf6rcrp.svg)](https://markdownregistry.com/a/art_tdokc36rfvf6rcrp)

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

Versions

The registry has recorded 3 versions of this file, between Sep 17, 2026 and Oct 9, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261009.fdb6855 latest2026-10-09 fdb6855 12,650 BA view · diff
git:20261001.f1187522026-10-01 f118752 12,526 BA view · diff
git:20260917.0d90f8f2026-09-17 0d90f8f 14,243 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 (12650 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

808enzo/chappie · 2 stars · license MIT · pushed 2026-10-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tdokc36rfvf6rcrp
GET https://markdownregistry.com/api/v1/resolve?ref=808enzo/chappie/segmentation
GET https://markdownregistry.com/api/v1/blob/4b5aba8a28201c378c7f4bd28ca607eab67828fe0665e2debe2c08b7fb65f2ec

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 808enzo/chappie

Other files named segmentation

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