Agent skill

Explain Comfy Workflow

by peteromallet in peteromallet/VibeComfy

Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result.

MITAuto-check passedAI & LLM Engineering

Install Explain Comfy Workflow

skills CLI
$ npx skills add peteromallet/VibeComfy --skill explain-comfy-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install peteromallet/VibeComfy explain-comfy-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/peteromallet/VibeComfy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/agent-skill/skills/explain-comfy-workflow .claude/skills/explain-comfy-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
explain-comfy-workflow
GitHub stars
150
Token cost
~806 tokens
SKILL.md length
377 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result.

  • The user asks what a workflow does
  • SKILL.md covers Fast Path, What To Answer, Boundaries and Return Shape
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Why a graph is wired a certain way

What it does

Explain Comfy Workflow is an agent skill from peteromallet/VibeComfy. Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result. Use when the user asks what a workflow does, how it works, what a node or setting means, why a graph is wired a certain way, what will happen if it runs, or wants answers about a workflow without necessarily editing or executing it.

Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering, covering Diffusion and image models. It works with ComfyUI. The licence is MIT.

When your agent uses it

  • The user asks what a workflow does
  • Why a graph is wired a certain way
  • What will happen if it runs
  • Wants answers about a workflow without necessarily editing

Example prompts

  • “/explain-comfy-workflow”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit b1429c6. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Explain Comfy Workflow loads about 806 tokens when it runs. Until then it costs about 103 tokens; SKILL.md has 377 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~103
When it runs · the whole SKILL.md, loaded when a task matches
~806

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from peteromallet/VibeComfy at commit b1429c6, republished under its MIT licence (© peteromallet). 377 words, ~806 tokens.

Download SKILL.mdSave it as .claude/skills/explain-comfy-workflow/SKILL.md (or your agent's skills folder).
name
explain-comfy-workflow
description
Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result. Use when the user asks what a workflow does, how it works, what a node or setting means, why a graph is wired a certain way, what will happen if it runs, or wants answers about a workflow without necessarily editing or executing it.

Explain Comfy Workflow

Use this for understanding, not mutation. Push toward the same VibeComfy evidence path as edit/run/debug, but stop at a clear answer unless the user asks to change or execute the graph.

Fast Path

bash
vibecomfy inspect <workflow>
vibecomfy analyze info <workflow>

If the target is raw JSON, inspect it as import evidence and use the positional-source conversion path when a Python explanation is needed:

bash
vibecomfy import <workflow.json>
vibecomfy validate workflows/<source-stem> --json

If the question depends on class behavior, sockets, or widgets:

bash
vibecomfy nodes spec <ClassType>

Use search-comfy-workflows only when local evidence is not enough to explain a custom node, model family, or community workflow pattern.

What To Answer

Shape the explanation around the user's question:

  • what the workflow makes
  • the main data path: loaders -> conditioning -> sampler/generator -> decode/output
  • important public inputs, prompts, seeds, steps, dimensions, frame/audio controls, or model choices
  • custom nodes, models, and missing dependencies
  • likely runtime constraints or reasons it may not run
  • where the answer came from: command output, node ids, file path, metadata, or run artifact

Keep it concrete. Name exact node classes and ids when they matter. Do not invent field meanings; inspect the graph or node spec.

Boundaries

  • Do not edit the workflow; hand off to edit-comfy-workflow.
  • Do not run GPU work just to explain a static graph; hand off to run-comfy-workflow only when the user asks for execution or output proof.
  • Do not diagnose a failure beyond the available evidence; hand off to debug-comfy-workflow when logs, validation errors, or missing assets are central.
  • Do not search Hivemind for every question. Start with the local graph and escalate only when semantics or precedent are missing.
Show full SKILL.md (123 more words)Show less

Return Shape

Answer in plain language with a compact evidence trail:

  • target workflow or file
  • short purpose summary
  • main node/data path
  • relevant knobs or dependencies
  • uncertainties or next proof step, if any

For a vibecomfy.exec node, identify the source mode (inline function, snapshot capsule, or installed entrypoint), the declared semantic IO, the physical in_N/out_N mapping, bindings, result adapter, source digest, and declared worker dependencies. Inspecting a capsule is inert; only queue-time execution imports it. Link users to the custom Python workflow guide when they want to edit or export the source.

If the answer is based on a run, cite the RunResult fields or out/runs/<run_id>/metadata.json. If it is based on an edit candidate, say it is a candidate graph, not an executed result.

© peteromallet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in docs/agent-skill/skills/explain-comfy-workflow of peteromallet/VibeComfy.

Open the folder on GitHubat commit b1429c6

Compare with similar skills

Explain Comfy Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Explain Comfy Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Explain Comfy Workflow this skillpeteromallet/VibeComfy150—~806Automated safety check: PassMIT
Comfyui AnimatoolShiroEirin/comfyui-good-anima476—~4.6kAutomated safety check: PassGPL-3.0
Comfyui Agent Skill MieMieMieeeee/comfyui-agent-skill116—~3.9kAutomated safety check: PassApache-2.0
Importing SubgraphsComfy-Org/workflow_templates1.3k—~1.5kAutomated safety check: PassMIT
Comfyui Node Addernixified-ai/flake841—~806Automated safety check: PassAGPL-3.0
Managing BundlesComfy-Org/workflow_templates1.3k—~1.2kAutomated safety check: PassMIT

Similar skills

  • Comfyui Animatool

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    476 GitHub stars~4.6k tokensUpdated 3 mo ago
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  • Comfyui Agent Skill Mie

    MieMieeeee/comfyui-agent-skill

    Agent skill for running registered ComfyUI workflows through a stable CLI, and for importing a user's own ComfyUI workflow into their private registry after review.

    116 GitHub stars~3.9k tokensUpdated 3 days ago
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  • Importing Subgraphs

    Comfy-Org/workflow_templates

    Imports and registers subgraph blueprints into the ComfyUI workflowtemplates repository.

    1.3k GitHub stars~1.5k tokensUpdated today
    AI & LLM EngineeringAuto-check passed
  • Comfyui Node Adder

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    Adds new custom nodes to the ComfyUI Nix project, including npins fetching, dependency resolution in package.nix, disabling impure pip installs, and verifying the Nix build.

    841 GitHub stars~806 tokensUpdated today
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  • Managing Bundles

    Comfy-Org/workflow_templates

    Manages template bundles, categories, and ordering in the ComfyUI template repository.

    1.3k GitHub stars~1.2k tokensUpdated today
    AI & LLM EngineeringAuto-check passed
  • Headroom

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More from peteromallet/VibeComfy

All 9 skills in this repo
  • Add Comfy Workflow Template

    peteromallet/VibeComfy

    Add a durable VibeComfy ready workflow/template from a ComfyUI source workflow.

    150 GitHub stars~700 tokensUpdated 6 days ago
    Auto-check passed
  • Debug Comfy Workflow

    peteromallet/VibeComfy

    Diagnose a VibeComfy or ComfyUI workflow that fails validation, conversion, node/model resolution, runtime execution, or output production.

    150 GitHub stars~609 tokensUpdated 6 days ago
    Auto-check passed
  • Edit Comfy Workflow

    peteromallet/VibeComfy

    Edit an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, or target graph.

    150 GitHub stars~2.2k tokensUpdated 6 days ago
    Auto-check passed
  • Reorganise Comfy Workflow

    peteromallet/VibeComfy

    Reorganise an existing ComfyUI workflow layout without changing runtime behavior.

    150 GitHub stars~1.4k tokensUpdated 6 days ago
    Auto-check passed
  • Run Comfy Workflow

    peteromallet/VibeComfy

    Execute an existing VibeComfy/ComfyUI workflow, ready template, recipe, or scratchpad and collect outputs.

    150 GitHub stars~1.8k tokensUpdated 6 days ago
    Auto-check passed
  • Search Comfy Workflows

    peteromallet/VibeComfy

    Search for ComfyUI workflow precedents, VibeComfy ready templates, node wiring examples, Banodoco/Hivemind community workflow knowledge, and concrete graph patterns before editing or adding a…

    150 GitHub stars~966 tokensUpdated 6 days ago
    Auto-check passed

Works with

Questions about Explain Comfy Workflow

What does Explain Comfy Workflow do?

Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result. Explain Comfy Workflow is an agent skill from peteromallet/VibeComfy. Explain an existing VibeComfy or ComfyUI workflow, ready template, recipe, scratchpad, target graph, node chain, model path, prompt path, or runtime result.

When should I use Explain Comfy Workflow?

Explain Comfy Workflow fits situations like: the user asks what a workflow does; why a graph is wired a certain way; what will happen if it runs; wants answers about a workflow without necessarily editing.

How do I install Explain Comfy Workflow in Claude Code?

Run `npx skills add peteromallet/VibeComfy --skill explain-comfy-workflow -a claude-code`. Or copy the skill folder (docs/agent-skill/skills/explain-comfy-workflow in peteromallet/VibeComfy) into .claude/skills/explain-comfy-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Explain Comfy Workflow in Codex?

Run `npx skills add peteromallet/VibeComfy --skill explain-comfy-workflow -a codex`. Or copy the skill folder (docs/agent-skill/skills/explain-comfy-workflow in peteromallet/VibeComfy) into .agents/skills/explain-comfy-workflow in your project. Codex loads it when a task matches its description.

Can I use Explain Comfy Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add peteromallet/VibeComfy --skill explain-comfy-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/explain-comfy-workflow, .gemini/skills/explain-comfy-workflow, .github/skills/explain-comfy-workflow and .opencode/skills/explain-comfy-workflow in your project.

What does Explain Comfy Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Explain Comfy Workflow is instructions for the agent only. Our summary lists: Python 3.

Does Explain Comfy Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Explain Comfy Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Explain Comfy Workflow use?

Explain Comfy Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Explain Comfy Workflow use?

About 806 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Explain Comfy Workflow?

Skills that share tags, products or a category with Explain Comfy Workflow: Comfyui Animatool (ShiroEirin/comfyui-good-anima, 476 stars), Comfyui Agent Skill Mie (MieMieeeee/comfyui-agent-skill, 116 stars), Importing Subgraphs (Comfy-Org/workflow_templates, 1.3k stars) and Comfyui Node Adder (nixified-ai/flake, 841 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Explain Comfy Workflow?

peteromallet (a GitHub user) maintains it in peteromallet/VibeComfy, which has 150 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 1, 2026.

Source: peteromallet/VibeComfy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.