comfy-debug-preview

comfy-debug-preview is a skill for Claude Code from laurigates/claude-plugins. It costs 48 tokens per session (2,481 once invoked), scanned A, original, MIT.

A set of ComfyUI nodes for viewing values inside a workflow, including text, numbers, JSON, tensor shapes, images, counts, timing, and computer-resource readings.

In plain words
What is it for?
Use it to preview images, print or display values, check tensor sizes, count items, measure steps, and monitor CPU, memory, or GPU use.
Why use it?
It lets you inspect intermediate results without changing the data moving through the workflow.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions Claude Code.

Part of the comfyui-plugin plugin — 17 skills shipped together

Good fit Use it to preview images, print or display values, check tensor sizes, count items, measure steps, and monitor CPU, memory, or GPU use.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/laurigates/claude-plugins/comfy-debug-preview
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.

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.

Or install comfyui-plugin, the plugin that ships this one along with the rest of its 17 skills.

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/github.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/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 comfy-debug-preview

Your own site · 80×15
<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="Reviewed on agentmods" width="80" 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 2,481 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 medium

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 →

  • medium Output Handling · line 267
    Output size or generation rate is not bounded. Unbounded output enables denial-of-service through resource exhaustion, log flooding, or context-window stuffing.
    Fix: Set explicit limits on output length, generation count, and rate. Use max_tokens and truncation to prevent unbounded output.
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 $0.00048 $0.02481
Opus 5.5 $0.00019 $0.00992
Sonnet 5.5 $0.00010 $0.00496
Haiku 4.5 $0.00005 $0.00248

Measured 12d ago against content hash fcd90b261305, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 12d 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.

comfyui-plugin/skills/comfy-debug-preview/SKILL.md · 164 lines

How it starts

The opening of the file, as written. The whole thing — 164 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 · 164 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 12d ago Changed · -149 lines fcd90b261305
  2. 1mo ago 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 (60 stars, last pushed yesterday), licensed MIT. It adds 48 tokens to every session and 2,481 once invoked, about $0.0002 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 2026-09-03.

Related

Other skills, from other repositories

audit-dead-code

Read-only hunt for dead and unused code across four labeled lanes (Knip for TS/JS, vulture for Python, gopls for Go, grep for shell and files no lane owns), each candidate adjudicated dead, uncertain or alive. Use when asked to 'find dead code', to find what is unused in a repository (exports, functions, orphaned…

melodic-software/claude-code-plugins · 99 tokens

devils-advocate

Stress-test plans and proposals via systematic adversarial review. Assumption extraction, evidence check, failure scenarios, operational gotchas. Before implementation begins. Use when: asked to attack a plan or proposal ('devil's advocate', 'stress test', 'poke holes', 'what could go wrong'), or before implementation…

melodic-software/claude-code-plugins · 139 tokens

ci-log-interpretation

Use this skill when reading or analyzing CI logs from a Shopware GitHub Actions workflow to figure out why a build failed — phrases like "why did CI fail", "what broke the build", "check the pipeline", "interpret these logs", "debug this red build" — or whenever raw run logs, job logs, or check annotations from a…

shopwareLabs/ai-coding-tools · 154 tokens

known-issues

Lookup and tracking of known Claude product issues: GitHub bug search, service health and model quality checks, and a persistent registry of tracked issues. Use when: 'is this broken', 'any workarounds', 'troubleshoot Claude Code', 'feature behaves unexpectedly', 'scan repo for issues', 'file a bug'. Actions: status…

melodic-software/claude-code-plugins · 86 tokens

target

Identify and rank optimization targets by evidence quality, so an unmeasured system yields 'instrument this first' instead of a guess. Accepts session pain, a named path, telemetry, or open-ended 'what is slow here'. Use when: 'what should we optimize', 'find the bottleneck', 'this feels slow', 'is X worth…

melodic-software/claude-code-plugins · 102 tokens

diagnose

Diagnose unexpected behavior from Claude Code's built-in computer-use MCP server (desktop screen control). Use when: 'computer use', 'control my screen', 'screenshot is blurry', 'why is the screenshot low resolution', 'zoom in on the screen', 'screenshot capture failed', 'empty capture', 'clicks are landing in the…

melodic-software/claude-code-plugins · 184 tokens