What do I need to use Form Filler Operator?

The form; The facts; Sensitivity rules; The deadline and stakes.

Is Form Filler Operator free to use?

Yes — run it free in the browser playground (no API key needed for the sponsored trial, or bring any provider key), or install it into Claude Code, Cursor, ChatGPT and more via npx pm-claude-skills. MIT-licensed and open source.

Form Filler Operator

Q: How do I know the Form Filler Operator output is good?

The skill verifies itself against its own quality checks: Zero fields filled from inference — every entry traces to the confirmed sheet; All sensitive fields were user-typed or explicitly overridden one by one; Open questions were batched, not guessed; The run ended held-at-review with visual proof.

🔵 Stable🕐 updated 2026-07-17 🔷 SkillSpec L3 ⚙ ships an executable helper pm-operator

Fill long web forms and applications through a computer-use agent — from a fact sheet you approve, field by field, with a full transcript and nothing submitted without your word. Use when asked to fill this application for me, complete this government/vendor/insurance form, or do this registration. Produces the fact-to-field mapping, the filled form held at review, and a field-level transcript.

▶ Run it free — no key needed 📝 Grade your existing draft View SKILL.md ↗

What to give it

▸The form — URL or document, and any login the user has already established

▸The facts — documents/profile to draw from (or interview the user to build the sheet)

▸Sensitivity rules — which fields (SSN/passport/banking) require the user to type them personally; default: ALL such fields are user-typed

▸The deadline and stakes — a visa application and a newsletter signup deserve different paranoia

✅ The bar it holds itself to

Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.

✓Zero fields filled from inference — every entry traces to the confirmed sheet

✓All sensitive fields were user-typed or explicitly overridden one by one

✓Open questions were batched, not guessed

✓The run ended held-at-review with visual proof

⚠️ What it refuses to do

Do not guess a field to keep momentum — a wrong passport number costs weeks

Do not accept ToS/declarations on the user's behalf — decode them (`tos-decoder`) and put the checkbox in the user's hands

Do not autofill from a browser profile — the confirmed sheet is the only source

Do not treat CAPTCHAs or identity checks as obstacles to defeat — they're the user's to complete, by design

Install

npx pm-claude-skills add --agent claude   # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcp

Related skills

🔌 Embed this skill

Drop this on your blog, docs, or site — it renders a "Run this skill" card:

<div data-pm-skill="form-filler-operator"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>

💬 Discussion

Form Filler Operator is one of 625 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog