comfy-debug-preview

comfy-debug-preview is a skill for Claude Code, Codex from laurigates/claude-plugins. It costs 48 tokens per session (3,774 once invoked), scanned A, original, MIT.

ComfyUI debug/preview nodes: show text/numbers/JSON/tensor shapes, image previews, counts, VRAM/CPU telemetry, timing. Use when inspecting a value mid-graph without changing it.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/laurigates/claude-plugins/comfy-debug-preview
Any agent
npx skills add laurigates/claude-plugins --skill comfy-debug-preview
Clone the repo
git clone --depth 1 https://github.com/laurigates/claude-plugins

Made for: Claude Code, Codex.

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 comfy-debug-preview

README.md
[![agentmods](https://agentmods.dev/badge/skills/laurigates/claude-plugins/comfy-debug-preview.svg)](https://agentmods.dev/skills/laurigates/claude-plugins/comfy-debug-preview)
Your own site
<a href="https://agentmods.dev/skills/laurigates/claude-plugins/comfy-debug-preview"><img src="https://agentmods.dev/badge/skills/laurigates/claude-plugins/comfy-debug-preview.svg" alt="Measured on agentmods" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,774 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00048 $0.03774
Opus 5 $0.00024 $0.01887
Sonnet 5 $0.00010 $0.00755
Haiku 4.5 $0.00005 $0.00377

Measured today against content hash a7df56118cb0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

comfy-debug-preview 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 today.

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.

comfyui-plugin/skills/comfy-debug-preview/SKILL.md · 313 lines

How it starts

The opening of the file, as written. The whole thing — 313 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ComfyUI debug & preview

Inspect values mid-graph without changing them. Read / log / visualize / time / report. Nothing in this skill mutates the data flow — these nodes either pass through unchanged (Preview Bridge, TimerNodeKJ) or are pure sinks (ShowText, CConsoleAny).

The split:

Pack Niche
comfyui-custom-scripts (pysssss) ShowText — display text in node widget UI
comfyui_essentials DisplayAny, ConsoleDebug, DebugTensorShape, BatchCount
comfyui-kjnodes PreviewImageOrMask, FastPreview, VRAM_Debug, TimerNodeKJ, Sleep, Get(Image|Mask|Latent)SizeAndCount
ComfyUI-Crystools CConsoleAny, CConsoleAnyToJson, CUtilsStatSystem (CPU/GPU/RAM monitor), CImageLoadWithMetadata, CMetadataExtractor, CMetadataCompare
bjornulf_custom_nodes ShowFloat, ShowInt, ShowStringText, ShowJson, ImageDetails, VideoDetails
comfyui-dream-project DreamStringToLog, DreamIntToLog, DreamFloatToLog, DreamJoinLog, DreamLogFile
comfyui_yvann-nodes FloatsVisualizer (render a float array as a histogram image)
comfyui-impact-pack Preview Bridge (Image) / Preview Bridge (Latent) — tee inspection while passing through
comfyui-easy-use easy showAnything, easy showLoaderSettingsNames, imageCount, imagesCountInDirectory

When to Use This Skill

Use this skill when... Use instead when...
Inspecting a value mid-graph without changing it (show/log/preview nodes) Extracting metadata from a finished output file -> comfy-metadata
Checking VRAM/CPU/timing during a run Computing the value being displayed -> comfy-math-strings

Sources of truth

  • custom_nodes/comfyui-custom-scripts/py/show_text.py — pysssss ShowText
  • custom_nodes/comfyui_essentials/misc.py — DisplayAny, ConsoleDebug, DebugTensorShape
  • custom_nodes/comfyui-kjnodes/nodes/nodes.py — VRAM_Debug, TimerNodeKJ, Sleep, Get*SizeAndCount, FastPreview, PreviewImageOrMask
  • custom_nodes/ComfyUI-Crystools/crystools/nodes_*.py — CConsoleAny*, CUtilsStatSystem, metadata nodes

Read the full file on GitHub · 313 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. today First seen · 313 lines · 48 tokens per session scan A a7df56118cb0

Subscribe to this mod's changes

comfy-debug-preview is a skill published in the GitHub repository laurigates/claude-plugins (57 stars, last pushed today), licensed MIT. It adds 48 tokens to every session and 3,774 once invoked, about $0.0002 per session on Opus 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 2026-09-03.

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