lytics-audiences SKILL.md skillA

lytics-audiences from lytics/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lytics/agent-skills/lytics-audiences@git:20261010.8ca5e27

Pins git:20261010.8ca5e27 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lytics/agent-skills
Path
lytics-audiences/SKILL.md
Versions recorded
2
Latest version
git:20261010.8ca5e27, committed Oct 10, 2026
First version recorded
Oct 9, 2026
Size
4,376 bytes
Repository stars
4
License
MIT

Lytics CDP: build, advise on, analyze, and manage audience segments. Translates natural language into FilterQL, validates and sizes it, and creates or updates the segment; recommends audience strategy for a business goal or improves an existing segment using ML feature importance, content affinities, and fieldinfo; shows audience composition (demographic breakdowns, top field values, coverage rates, distributions, segment comparisons); and lists, views, creates, updates, deletes, validates…

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

# Lytics Audiences

Everything about audience segments in Lytics: turning a description into valid FilterQL, coaching toward the right audience for a business goal, describing who is in a segment, and the segment lifecycle (list, get, create, update, delete, validate, size, reevaluate).

## Before you start

- Credentials: `references/auth.md`.
- Request and response conventions (two response shapes, URL-encoding, status codes): `references/api.md`.
- FilterQL syntax and operator/type compatibility: `references/filterql-grammar.md`, `references/field-types.md`.
- Every create, update, delete, and reevaluate goes through `references/confirmation-gate.md`. Reads (list, get, size, validate, fieldinfo) run immediately.

## Gotchas

- **Slug dedupe on create**: there is no 409. A taken `slug_name` is silently renamed to `<slug>_1`, `<slug>_2`, ... and the create still succeeds. Always report `.data.id` and `.data.slug_name` from the response, never the slug you sent, and say so explicitly if they differ. (On update, a taken slug is a 400 `Slug is already used.`)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lytics/agent-skills/lytics-audiences@sha256:41213f98eb9612de

The line at the top of this page pins the label git:20261010.8ca5e27, 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_5tgcceaozh7bx4z6.svg)](https://markdownregistry.com/a/art_5tgcceaozh7bx4z6)

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

Versions

The registry has recorded 2 versions of this file, between Oct 9, 2026 and Oct 10, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261010.8ca5e27 latest2026-10-10 8ca5e27 4,376 BA view · diff
git:20261009.c5336f32026-10-09 c5336f3 4,390 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 (4376 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

lytics/agent-skills · 4 stars · license MIT · pushed 2026-10-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5tgcceaozh7bx4z6
GET https://markdownregistry.com/api/v1/resolve?ref=lytics/agent-skills/lytics-audiences
GET https://markdownregistry.com/api/v1/blob/41213f98eb9612de260586c0c005f4257f7dbd951fa9bb89d00bc31985ebb131

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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