managing-thumbnails

managing-thumbnails is a skill for Claude Code from Comfy-Org/workflow_templates. It costs 123 tokens per session (1,010 once invoked), scanned A, original, MIT.

A thumbnail-management tool for ComfyUI workflow templates, which are reusable image-generation setups. It handles the preview images stored with those templates.

In plain words
What is it for?
Use it to add or replace template thumbnails, validate image files and names, and audit which ComfyUI templates lack previews.
Why use it?
It removes the manual work of finding missing or incorrectly named previews and checking whether template images match the site’s rules.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python scripts/validate/validate_thumbnails.py.

Good fit Use it to add or replace template thumbnails, validate image files and names, and audit which ComfyUI templates lack previews.

Compare 6 skills from other repositories ↓
About the project

workflow_templates is the repository of official ComfyUI workflow templates and reusable subgraph blueprints. It supplies standalone workflows and node components for ComfyUI, along with a browsable site for finding templates. The catalogue entries are skills and instructions for working with these workflows.

Comfy-Org/workflow_templates · 1,360 stars · on GitHub · pypi.org

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/Comfy-Org/workflow_templates
agentmods
npx agentmods add skills/comfy-org/workflow_templates/managing-thumbnails

Made for: Claude Code.

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 managing-thumbnails

README.md
[![agentmods](https://agentmods.dev/badge/skills/comfy-org/workflow_templates/managing-thumbnails/github.svg)](https://agentmods.dev/skills/comfy-org/workflow_templates/managing-thumbnails)
Your own site
<a href="https://agentmods.dev/skills/comfy-org/workflow_templates/managing-thumbnails"><img src="https://agentmods.dev/badge/skills/comfy-org/workflow_templates/managing-thumbnails/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for managing-thumbnails

Your own site · 80×15
<a href="https://agentmods.dev/skills/comfy-org/workflow_templates/managing-thumbnails"><img src="https://agentmods.dev/badge/skills/comfy-org/workflow_templates/managing-thumbnails.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 123 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,010 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Rogue Agent · line 50
    Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.
    Fix: Prevent the skill from modifying its own code, SKILL.md, or configuration files. Treat skill files as read-only at runtime.
How audits are shown
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 5.1 $0.00123 $0.01010
Opus 5.5 $0.00049 $0.00404
Sonnet 5.5 $0.00025 $0.00202
Haiku 4.5 $0.00012 $0.00101

Measured 1mo ago against content hash c87e705b5cda, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

managing-thumbnails 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 1mo ago.

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.

.claude/skills/managing-thumbnails/SKILL.md · 102 lines

How it starts

The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Managing Thumbnails

This skill covers adding, replacing, validating, and auditing thumbnail images for ComfyUI workflow templates.

Naming Convention

Thumbnails live in templates/ alongside the workflow JSON files. They are named using the template's name field from templates/index.json:

  • Primary: {template_name}-1.webp
  • Secondary (optional): {template_name}-2.webp (only for dual-thumbnail variants)

The {template_name} portion must exactly match the name field in templates/index.json.

Supported Formats

Format Notes
.webp Preferred. Smallest file size. Use lossy compression (~65% quality).
.png Acceptable fallback.
.jpg / .jpeg Acceptable fallback.
.webp (animated) Used for video-type templates (animated webp).

Thumbnail Variants

The thumbnailVariant field in templates/index.json controls how the thumbnail behaves on the site:

Variant Thumbnails Needed Effect
(none/default) -1 only Static image, slight zoom on hover
compareSlider -1 AND -2 Before/after slider comparison
hoverDissolve -1 AND -2 Dissolves to second image on hover
hoverZoom / zoomHover -1 only Same as default but zooms more

If a template uses compareSlider or hoverDissolve, both -1 and -2 files are required.

Adding a Thumbnail

  1. Name the file {template_name}-1.webp, where {template_name} matches the template's name field in templates/index.json.
  2. Place it in the templates/ directory.
  3. Compress to a reasonable size (use lossy webp compression, ~65% quality).
  4. If using compareSlider or hoverDissolve, also add {template_name}-2.webp.

Replacing a Thumbnail

Overwrite the existing file in templates/ with the new image, using the same filename.

Setting the Thumbnail Variant

Edit the template's entry in templates/index.json and set or change the thumbnailVariant field to one of: compareSlider, hoverDissolve, hoverZoom, or zoomHover. Remove the field (or leave it unset) for the default behavior.

Read the full file on GitHub · 102 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. 1mo ago First seen · 102 lines · 123 tokens per session scan A c87e705b5cda

Subscribe to this mod's changes

managing-thumbnails is a skill published in the GitHub repository Comfy-Org/workflow_templates (1,360 stars, last pushed yesterday), licensed MIT. It adds 123 tokens to every session and 1,010 once invoked, about $0.0005 per session on Opus 5.5. 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.

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