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Form Filling

CommunityPopular
platonai
form-filling

Automatically fills web forms using provided field data and can optionally submit the form. Use when automating form input, testing forms, or submitting structured data to websites.

Overview

Publisherplatonai
RepositoryBrowser4
Skill nameform-filling
Stars
1.2K
Forks
152
Bundled files
4
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.

  • 4 bundled files

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

  • Open source

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

Installation

Install the 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/platonai/Browser4/tree/main/browser4-agentic/src/main/resources/skills/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/platonai/Browser4.git /tmp/Browser4
mkdir -p .claude/skills
cp -r /tmp/Browser4/browser4-agentic/src/main/resources/skills/form-filling .claude/skills/form-filling
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable 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 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 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.

Form Filling Skill

Description

Automatically fill web forms with provided data. This skill handles various form field types and can optionally submit the form after filling.

Dependencies

  • web-scraping - Required for detecting form fields and structure

Parameters

ParameterTypeRequiredDefaultDescription
urlStringYes-The URL of the page containing the form
formDataMap<String, String>Yes-Key-value pairs representing field names and values
submitBooleanNofalseWhether to submit the form after filling

Return Value

Returns a SkillResult with the following data structure:

json
{
  "url": "string",
  "filledFields": ["field1", "field2"],
  "submitted": boolean,
  "message": "status message"
}

Usage Examples

Basic Form Filling

kotlin
val result = registry.execute(
    skillId = "form-filling",
    context = context,
    params = mapOf(
        "url" to "https://example.com/contact",
        "formData" to mapOf(
            "name" to "John Doe",
            "email" to "john@example.com",
            "message" to "Hello!"
        )
    )
)

Form Filling with Submission

kotlin
val result = registry.execute(
    skillId = "form-filling",
    context = context,
    params = mapOf(
        "url" to "https://example.com/signup",
        "formData" to mapOf(
            "username" to "johndoe",
            "password" to "securepass123",
            "email" to "john@example.com"
        ),
        "submit" to true
    )
)

Tool Call Specification

kotlin
ToolSpec(
    domain = "skill.form",
    method = "fill",
    arguments = [
        "url: String",
        "formData: Map<String, String>",
        "submit: Boolean = false"
    ],
    returnType = "SkillResult",
    description = "Fill a web form with the provided data"
)

Error Handling

The skill returns a failure result in the following cases:

  • Missing required parameter url
  • Missing required parameter formData
  • Empty formData map
  • Form fields not found on the page

Lifecycle Hooks

onBeforeExecute

Validates that formData is not empty before execution.

validate

Checks if the required dependency skill (web-scraping) is available in the registry.

Implementation Notes

  • Headless mode is the default for AI agents: Always open browsers in headless mode unless the user explicitly requests a visible browser window (e.g., "show me the browser", "open visibly", "headed"). Headless mode is faster, uses fewer resources, and avoids unnecessary GUI windows. If user participation in the page interaction is required — e.g., logging in or entering a verification code (CAPTCHA) — open a headed browser so the user can see and act on the page. Also open headed as a one-shot escalation when the site blocks the headless browser as a bot (CAPTCHA/challenge/interstitial page, "unusual traffic", or an empty body where content was expected): close, then open --headed <url> with the same session and retry once, telling the user that anti-bot protection forced the switch. If the headed retry is blocked too, stop and report instead of looping.
  • Supports various input types: text, email, password, textarea, select, checkbox, radio
  • Automatically handles form field detection and mapping
  • Respects CSRF tokens and hidden fields
  • Can handle multi-page forms through shared context
  • Thread-safe execution

Security Considerations

  • Never log sensitive form data (passwords, credit cards, etc.)
  • Validate form URLs to prevent CSRF attacks
  • Use HTTPS URLs for sensitive forms
  • Clear sensitive data from memory after use

See Also

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 Form Filling AI skill do?

Automatically fills web forms using provided field data and can optionally submit the form. Use when automating form input, testing forms, or submitting structured data to websites.

Why use Form Filling on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/platonai/Browser4/tree/main/browser4-agentic/src/main/resources/skills/form-filling. 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 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 Form Filling?

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

Is the Form Filling AI skill free?

Yes. It is published on GitHub by platonai 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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