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Browser Form Fill

CommunityPopular
ruvnet
browser-form-fill

Fill a web form by mapping field-name → value, with optional template lookup from browser-templates for known forms

Overview

Publisherruvnet
Repositoryruflo
Skill namebrowser-form-fill
Stars
72.7K
Forks
8.6K
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 ruvnet on GitHub. Read the source before you install it.

Installation

Install the Browser Form Fill 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.
  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/ruvnet/ruflo.git /tmp/ruflo
mkdir -p .claude/skills
cp -r /tmp/ruflo/plugins/ruflo-browser/skills/browser-form-fill .claude/skills/browser-form-fill
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Browser Form Fill 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 Browser Form Fill 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 Browser Form Fill 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.

Browser Form Fill

Fill a form using a structured field map ({"first_name": "Ada", "company": "..."}). When a browser-templates entry exists for the host, use it to resolve field names → CSS selectors automatically; otherwise resolve via the page accessibility snapshot.

When to use

  • Submitting a known form (signup, contact, checkout) where field names are stable.
  • Re-using a stored template for a recurring submission.
  • Authoring a new template for a site by recording the resolved selectors.

Steps

  1. Open a recorded session via browser-record.
  2. Resolve selectors:
    • Template path (--template <name>): pull {field_name → selector} from browser-templates.
    • Snapshot path: call browser_snapshot, walk the accessibility tree, match each input's accessible name / label to the field map keys.
  3. AIDefence PII gate: every value in the field map passes aidefence_has_pii before any keystroke; record pii_in_form: true in the session manifest. Do not record the values themselves in the trajectory; record only the field names + a redacted placeholder.
  4. Fill with browser_fill / browser_type / browser_select / browser_check per input type.
  5. Submit if --submit: locate the submit button via the snapshot, browser_click, then browser_wait for navigation.
  6. Persist the template if a new mapping was discovered:
    bash
    npx -y @claude-flow/cli@latest memory store --namespace browser-templates \
      --key "<host>:<form-name>" \
      --value "{field_map:{...}, submit_selector:..., post_submit_url_pattern:...}"
  7. Verify post-submit state if a verification snippet was provided in the field map's _assert key.

Caveats

  • Trajectory steps for fills MUST redact values. The PII gate is the contract.
  • For inputs that require typing simulation (e.g., autocomplete reactions), use browser_type (simulates keystrokes) rather than browser_fill (sets value programmatically). Record which one was used in the trajectory step.
  • Multi-step forms are a sequence of browser-form-fill invocations; chain them via the same session id.
  • If the form has a CAPTCHA, surface the request to the user — do not attempt to bypass.

Frequently asked questions

What does the Browser Form Fill AI skill do?

Fill a web form by mapping field-name → value, with optional template lookup from browser-templates for known forms

Why use Browser Form Fill on TypingMind?

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

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-browser/skills/browser-form-fill. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Browser Form Fill?

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 Browser Form Fill?

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

Is the Browser Form Fill AI skill free?

Yes. It is published on GitHub by ruvnet 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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