latent-space-thumbnail-director SKILL.md skillA

latent-space-thumbnail-director from swyxio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add swyxio/skills/latent-space-thumbnail-director@git:20261103.1acf58f

Pins git:20261103.1acf58f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
swyxio/skills
Path
latent-space-thumbnail-director/SKILL.md
Versions recorded
3
Latest version
git:20261103.1acf58f, committed Nov 3, 2026
First version recorded
Aug 25, 2026
Size
2,582 bytes
Repository stars
194
License
MIT

Create, revise, or review Latent Space or Forward Deployed Engineering YouTube thumbnails. Use for episode thumbnail direction and artwork, not unrelated channels or general publishing.

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

# Latent Space Thumbnail Director

Use the built-in `$imagegen` tool for **every new or revised thumbnail**, including first looks, quote options, review-board previews and A/B variants. Generate each direction with a separate prompt, using the guest’s real photo and approved branding as references. A hook shortlist can be text only. As soon as you show artwork, show an actual ImageGen result. Never substitute a scripted photo-and-text layout, template render or contact sheet of text swaps. If ImageGen is unavailable, report the blocker and follow its skill’s fallback policy. Code may resize, compress, or arrange finished artwork for review.

Read [preferences](references/preferences.md); consult [resources](references/resource-index.md) for assets and [examples](references/example-index.md) for relevant approved work. Apply the FDE template only when that series is requested.

1. Ground ideas in the episode. Review several recent thumbnails on the target channel or series, and compare their composition, type, scale and imagery; distinguish observed patterns from a rigid template.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add swyxio/skills/latent-space-thumbnail-director@sha256:3ee60469d47819c8

The line at the top of this page pins the label git:20261103.1acf58f, 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_2p63fcl4ucj5nufm.svg)](https://markdownregistry.com/a/art_2p63fcl4ucj5nufm)

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

Versions

The registry has recorded 3 versions of this file, between Aug 25, 2026 and Nov 3, 2026, about one every 35 days.

versioncommittedcommitsizeaudit
git:20261103.1acf58f latest2026-11-03 1acf58f 2,582 BA view · diff
git:20261020.c4c9ea42026-10-20 c4c9ea4 1,998 BA view · diff
git:20260825.aa3a1f32026-08-25 aa3a1f3 2,943 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 (2582 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

swyxio/skills · 194 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2p63fcl4ucj5nufm
GET https://markdownregistry.com/api/v1/resolve?ref=swyxio/skills/latent-space-thumbnail-director
GET https://markdownregistry.com/api/v1/blob/3ee60469d47819c825ee701c0f22174f8cb3c82304a29b71350e363261eb7153

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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