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Character Sheet Pipeline

Community
witnesstodark
character-sheet-pipeline

Prepare strict-front character sheets, isolated parts and optional multiview references for 3D modeling from an approved image.

Overview

Publisherwitnesstodark
Repositorymr-mak-workspace
Skill namecharacter-sheet-pipeline
Stars
545
Forks
183
Bundled files
9
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 9 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by witnesstodark on GitHub. Read the source before you install it.

Installation

Install the Character Sheet Pipeline AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/witnesstodark/mr-mak-workspace/tree/main/.agents/skills/character-sheet-pipeline
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/witnesstodark/mr-mak-workspace.git /tmp/mr-mak-workspace
mkdir -p .claude/skills
cp -r /tmp/mr-mak-workspace/.agents/skills/character-sheet-pipeline .claude/skills/character-sheet-pipeline
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Character Sheet Pipeline in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Character Sheet Pipeline on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Character Sheet Pipeline is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Character sheets and isolated parts

Create a consistent reference pack from the user's supplied character. This is an agent-guided workflow with prompts and visual inspection; it does not bundle a standalone classifier or an automatic mesh-generation service.

Use the supplied design as authority. Establish the relevant parts, symmetry, pose and downstream use. Preserve already approved scope; do not ask again for an approval the user has given. Optional views and videos are separate scope.

  1. Inspect the reference and propose the useful body/accessory inventory.
  2. Prepare a strict-front A-pose sheet using 01a. Match the character's anatomy; keep feet and hands visible, lighting flat and the background neutral. Check identity and pose before extracting parts.
  3. A supplementary multiview sheet can help communicate the whole design: 01b. It does not replace the approved front source for extraction.
  4. Extract approved parts from the same source: body, paired items, accessories and hair. Keep the front camera and original pose. Do not turn isolated props into hero shots or add new equipment.
  5. Inspect every image with the host's image tools or an explicitly configured vision service. 08 supplies the front-view rubric. Record pass, soft failure or hard failure with reasons. Retry a failed criterion within the task budget; repeated failure is a decision to surface, not a reason for an unlimited paid loop.
  6. If requested, add side/back views for selected parts. If requested and budgeted, add turntables, with a locked camera and rotating subject. Do not create optional video by default.
  7. Deliver an inventory with prompt, provider/model, source hash, local files and review verdicts. Label which source is approved and which outputs still need a decision. Keep texture, rigging and mesh generation as later tasks.

Nano Banana Pro front/part edits and GPT Image supplementary sheets are useful routes from the source workflow, not restrictions on a user's explicit choice. Verify current endpoint IDs and schemas via the selected provider. The included fal module handles fal execution and job recovery.

Example: a robot with three feet and one telescope. Extract the body, telescope and foot set from the approved front reference. Acceptance means matching shape, pose and lighting, with no missing foot and no new perspective drift.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Character Sheet Pipeline AI skill do?

Prepare strict-front character sheets, isolated parts and optional multiview references for 3D modeling from an approved image.

Why use Character Sheet Pipeline on TypingMind?

Because you install it once and use it with any model. Character Sheet Pipeline is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Character Sheet Pipeline in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/witnesstodark/mr-mak-workspace/tree/main/.agents/skills/character-sheet-pipeline. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Character Sheet Pipeline?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Character Sheet Pipeline?

As many as you like. As long as a model supports skills, you can use Character Sheet Pipeline with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Character Sheet Pipeline AI skill free?

Yes. It is published on GitHub by witnesstodark under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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