Pdf Form Filling logo

Pdf Form Filling

Organization
cxcscmu
pdf-form-filling

Fill PDF form fields programmatically using Python libraries like pypdf or pdfrw

Overview

Publishercxcscmu
RepositorySkillLearnBench
Skill namepdf-form-filling
Stars
91
Forks
7
Bundled files
Instructions only
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

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

Installation

Install the Pdf Form Filling 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/cxcscmu/SkillLearnBench/tree/main/skills/b1-one-shot-claude-haiku-4-5/court-form-filling/pdf-form-filling
  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/cxcscmu/SkillLearnBench.git /tmp/SkillLearnBench
mkdir -p .claude/skills
cp -r /tmp/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/court-form-filling/pdf-form-filling .claude/skills/pdf-form-filling
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Pdf Form Filling 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 Pdf Form Filling 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 Pdf Form Filling 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.

PDF Form Filling with Python

Overview

This skill covers how to identify and fill form fields in PDF documents, particularly for legal forms like court documents.

Key Libraries

1. PyPDF (pypdf)

  • Modern, actively maintained library for PDF manipulation
  • Can read form field names and fill them
  • Installation: pip install pypdf

2. pdfrw

  • Lightweight alternative, good for form filling
  • Installation: pip install pdfrw

Common Workflow

With pypdf:

python
from pypdf import PdfReader, PdfWriter

# Read the blank form
reader = PdfReader("/path/to/form.pdf")
writer = PdfWriter()

# Get the form fields
fields = reader.get_fields()
print(fields.keys())  # See all available fields

# Create a copy and update fields
for page in reader.pages:
    writer.add_page(page)

# Update fields
writer.update_page_form_field_values(
    writer.pages[0],
    {
        "Field1": "Value1",
        "Field2": "Value2",
    }
)

# Save the result
with open("/path/to/filled.pdf", "wb") as f:
    writer.write(f)

With pdfrw:

python
from pdfrw import PdfReader, PdfWriter, PdfDict, PdfObject

# Read template
template = PdfReader("/path/to/form.pdf")

# Inspect available fields
for field in template.Root.AcroForm.Fields:
    print(field.T)  # Field name

# Fill fields
for field in template.Root.AcroForm.Fields:
    if field.T == "FieldName":
        field.V = "Field Value"
        field.AP = None  # Clear appearance stream

# Write output
PdfWriter().write("/path/to/filled.pdf", template)

Inspecting Form Fields

python
from pypdf import PdfReader

reader = PdfReader("form.pdf")
fields = reader.get_fields()

for field_name, field_data in fields.items():
    print(f"{field_name}: {field_data}")

Important Notes

  • Form field names are case-sensitive
  • Some PDFs have checkboxes/radio buttons requiring "Yes"/"No" or specific values
  • Date fields may need specific formatting
  • Always check field types before filling
  • Keep a copy of the blank form for reference

California Court Forms Specifics

California court forms often use:

  • Multi-page layouts with page numbers
  • Standard field naming conventions
  • Checkboxes for yes/no selections
  • Date fields in specific formats
  • Signature/initial areas (typically left blank)

When filling:

  1. Always read the form first to understand field names
  2. Map case data to appropriate fields
  3. Leave court-filled sections empty (dates, case numbers, judge info)
  4. Preserve form formatting

Frequently asked questions

What does the Pdf Form Filling AI skill do?

Fill PDF form fields programmatically using Python libraries like pypdf or pdfrw

Why use Pdf Form Filling on TypingMind?

Because you install it once and use it with any model. Pdf Form Filling 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 Pdf Form Filling in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/cxcscmu/SkillLearnBench/tree/main/skills/b1-one-shot-claude-haiku-4-5/court-form-filling/pdf-form-filling. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Pdf Form Filling?

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 Pdf Form Filling?

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

Is the Pdf Form Filling AI skill free?

Yes. It is published on GitHub by cxcscmu 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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