Document Generation logo

Document Generation

OrganizationPopular
bionic-gpt
document-generation

Create polished printable documents and PDFs, including forms, checklists, reports, briefs, comparisons, worksheets, task lists, and other operational documents. Use Typst and compile to PDF.

Overview

Publisherbionic-gpt
Repositorybionic-gpt
Skill namedocument-generation
Stars
2.4K
Forks
247
Bundled files
3
LicenseApache-2.0
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.

  • 3 bundled files

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

  • Open source

    Published by bionic-gpt on GitHub. Read the source before you install it.

Installation

Install the Document Generation 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/bionic-gpt/bionic-gpt/tree/main/crates/builtin-skills/skills/document-generation
  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/bionic-gpt/bionic-gpt.git /tmp/bionic-gpt
mkdir -p .claude/skills
cp -r /tmp/bionic-gpt/crates/builtin-skills/skills/document-generation .claude/skills/document-generation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Document Generation 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 Document Generation 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 Document Generation 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.

Document Generation

Use this skill when the user asks for a printable document or PDF artifact.

Workflow

  1. Read all source material and identify:
    • required content
    • information users must fill in
    • approvals or signatures required
    • operational sequence or sections
  2. Choose a layout based on how the document will actually be used.
  3. Start from the closest known-good reference in references/ rather than inventing Typst structure from scratch.
  4. Write the Typst source to /home/user/output/<document-name>/main.typ.
  5. Compile using the connector documented in /home/user/skills/typst/SKILL.md.
  6. If compilation fails, fix the Typst error and recompile until successful.
  7. Return the PDF only after successful compilation.

References

Choose the closest reference and adapt it:

  • references/operational-form.typ — forms, checklists, task lists, sign-offs, handwritten fields.
  • references/professional-report.typ — reports with title, summary, sections, findings, tables, and recommendations.
  • references/comparison-recommendation.typ — side-by-side option or vendor comparisons with criteria and a recommendation.

Use references as working Typst patterns, not as fixed visual designs. Preserve their known-good structure where practical and change content, labels, sections, and layout to fit the task.

Design Principles

Treat the document as an operational artifact, not just formatted text.

  • Preserve all required source content.
  • Infer useful fields from the workflow when they are clearly implied, such as date, location, prepared by, check time, assigned employee, initials, notes, or verification.
  • Use clear visual hierarchy: title, metadata, sections, task groups, verification, final approval.
  • Prefer tables for repeated tasks and structured data entry.
  • Give handwriting fields enough physical space.
  • Make task descriptions the widest column.
  • Keep initials and signature fields narrow but usable.
  • Use page breaks deliberately when a section is easier to use on its own page.
  • Keep final manager approval at the end when requested.
  • Use concise completion-standard wording where appropriate without changing the underlying requirement.
  • Add small workflow aids when they clearly improve usability, such as task IDs, section labels, or instructions.
  • Do not add unsupported policies, business rules, names, dates, or requirements.

Source Fidelity

When the task is based on attached material:

  • Treat the source as authoritative for required content and terminology unless the user asks for rewriting.
  • Do not omit required source items to make the document shorter or prettier.
  • You may improve grouping, labels, typography, field design, and concise task wording without changing the underlying requirement.

Typst Guidance

Typst is not Markdown.

Use Typst headings:

typst
= Document Title
== Section Heading

For documents that resemble one of the references, adapt that reference instead of inventing layout primitives.

Avoid unsupported or untested Typst constructs. Prefer primitives already demonstrated in the references.

Compilation

Read /home/user/skills/typst/SKILL.md for the current compilation function.

Call typst_compile_document with run_python. Pass the workspace files using the documented file_paths argument, including /home/user/output/<document-name>/main.typ and any referenced assets. Bionic reads the files from the VFS without placing their contents in model context.

Repair Loop

If compilation fails:

  1. Read the first compiler error carefully.
  2. Fix the relevant Typst syntax or layout issue in main.typ.
  3. Compile again.
  4. Repeat until successful.

Do not switch to Markdown after a Typst error. Do not hide or ignore compilation failures.

Quality Check

Before completing the task, verify:

  • every required source item is present
  • writable fields are large enough to use
  • signatures and approvals are in the correct place
  • the layout is practical when printed
  • sections are not awkwardly orphaned across pages
  • the PDF compiled successfully

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 Document Generation AI skill do?

Create polished printable documents and PDFs, including forms, checklists, reports, briefs, comparisons, worksheets, task lists, and other operational documents. Use Typst and compile to PDF.

Why use Document Generation on TypingMind?

Because you install it once and use it with any model. Document Generation 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 Document Generation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bionic-gpt/bionic-gpt/tree/main/crates/builtin-skills/skills/document-generation. 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 Document Generation?

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 Document Generation?

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

Is the Document Generation AI skill free?

Yes. It is published on GitHub by bionic-gpt under the Apache-2.0 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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