Vision Skills
Anionex/agent-vision-toolkit
Local vision CLIs: glance (describe/ask/OCR an image), ground (locate a target, pixel box), detect (element inventory), trace (image to SVG geometry), crop (cut a pixel box to a file), and…
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.
Install Form Filler Operator
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/form-filler-operator .claude/skills/form-filler-operator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .claude/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/form-filler-operator .agents/skills/form-filler-operator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .agents/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/form-filler-operator .cursor/skills/form-filler-operator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .cursor/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mohitagw15856/pm-claude-skills.git --path skills/form-filler-operator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/form-filler-operator .gemini/skills/form-filler-operator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .gemini/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/form-filler-operator .github/skills/form-filler-operator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .github/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mohitagw15856/pm-claude-skills form-filler-operator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mohitagw15856/pm-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/form-filler-operator .opencode/skills/form-filler-operator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "form-filler-operator" agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/form-filler-operator into .opencode/skills/form-filler-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "form-filler-operator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
form-filler-operator- GitHub stars
- 1.4k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 636 words
- Files
- 2 (incl. references)
- Skills in repo
- 1,348
- Repo updated
- First seen
- Licence
- MIT
At a glance
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.
- Works in 5 steps: Sheet before form: all facts assembled… → Map, then fill: every field mapped to a… → Sensitive-field floor: identity,… → …
- Asked to fill this application for me
- SKILL.md covers What This Skill Produces, Required Inputs, Framework and Output Format, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Form Filler Operator is an agent skill from mohitagw15856/pm-claude-skills. 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.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/worked-example.md`).
It sits in Productivity & Automation, covering Desktop control. The repository describes itself as: 1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in… The licence is MIT.
When your agent uses it
- Asked to fill this application for me
- Complete this government/vendor/insurance form
- Do this registration
Example prompts
- “/form-filler-operator”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Sheet before form: all facts assembled and user-confirmed first; mid-form invention is how wrong data gets submitted.
- Map, then fill: every field mapped to a fact + source; unmapped fields become questions batched to the user — one interruption, not twenty.
- Sensitive-field floor: identity, financial, and medical fields are never agent-typed unless the user explicitly overrides, field by field.
- Checkpoint pages: multi-page forms get a per-page pause-and-verify against the mapping before proceeding.
- The held-at-review rule: the run ends at the review/submit screen with a screenshot; pressing submit is the user's hand or an explicit…
What it can do on your machine
Read from SKILL.md and the folder at commit 1cbf1f0. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Form Filler Operator loads about 1.2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 105 tokens; SKILL.md has 636 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from mohitagw15856/pm-claude-skills at commit 1cbf1f0, republished under its MIT licence (© mohitagw15856). 636 words, ~1,239 tokens.
Download SKILL.mdSave it as
.claude/skills/form-filler-operator/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- form-filler-operator
- description
- 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.
Form Filler Operator Skill
Forms are where an hour of a professional's day goes to die: the same facts, retyped into someone else's boxes. This skill runs the retyping through a computer-use agent — with the discipline the task actually needs: facts come from an approved sheet (never invented), every field write is logged, and the submit button belongs to the human. (Reading the form's fine print first? That's tos-decoder's job — chain them.)
What This Skill Produces
- The fact sheet — every fact the form needs, gathered once, confirmed before any filling
- The mapping — form field → fact → source, including fields with no matching fact (asked, never guessed)
- The filled form, held at review — completed up to (never through) the submission step
- The transcript — field-by-field record of what was entered where
Required Inputs
Ask for these if not provided:
- 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
Framework
- Sheet before form: all facts assembled and user-confirmed first; mid-form invention is how wrong data gets submitted.
- Map, then fill: every field mapped to a fact + source; unmapped fields become questions batched to the user — one interruption, not twenty.
- Sensitive-field floor: identity, financial, and medical fields are never agent-typed unless the user explicitly overrides, field by field.
- Checkpoint pages: multi-page forms get a per-page pause-and-verify against the mapping before proceeding.
- The held-at-review rule: the run ends at the review/submit screen with a screenshot; pressing submit is the user's hand or an explicit word-level go.
Output Format
Form Run: [form name] — [date]
Fact sheet: [n] facts confirmed · Fields: [n] mapped, [n] user-typed (sensitive), [n] open questions
| Field | Entered | Fact source |
|---|---|---|
| Status: held at review — [screenshot] — awaiting your submit. |
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
Show full SKILL.md (270 more words)Show less
Anti-Patterns
- 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
Execution
For computer-use agents with browser control. Without tools, the fact sheet + mapping is the deliverable (still worth an hour). Rules per SKILLSPEC.md §5.
Preconditions
- The fact sheet confirmed by the user; the mapping approved; sensitivity rules acknowledged.
- The user is present (or reachable) for sensitive fields, CAPTCHAs, and the final submit.
- For logged-in forms: the session was established by the user, not the agent.
Allowed actions
- Navigate the named form; enter mapped facts into their fields; upload documents the user staged for this run.
- Pause at each page checkpoint and at every sensitive field; screenshot at each checkpoint.
- Stop at the review/submit screen.
- Nothing else: no submitting, no account creation, no payment entry, no accepting agreements, no navigating beyond the named form.
Verification
- At review: read back every field from the form itself against the mapping; list any field the form transformed (formatting, truncation).
- Deliver the transcript + review screenshot.
Rollback
- Unsubmitted forms roll back by closing the session (nothing was committed).
- Stop and ask a human if: a field rejects a mapped fact, the form's structure changes mid-run, an unexpected identity/payment step appears, or anything requires agreement acceptance.
Example Trigger Phrases
- "Fill this application for me."
- "Complete this government/vendor/insurance form."
- "Do this registration?"
© mohitagw15856, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/form-filler-operator of mohitagw15856/pm-claude-skills.
- SKILL.md
- references/worked-example.md
Open the folder on GitHubat commit 1cbf1f0
Compare with similar skills
Form Filler Operator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Form Filler Operator this skillmohitagw15856/pm-claude-skills | 1.4k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Vision SkillsAnionex/agent-vision-toolkit | 1.2k | — | ~4k | Automated safety check: Pass | MIT | |
| Mac Computer UseTo3akaRin/mac-computer-use | 1.1k | — | ~495 | Automated safety check: Pass | MIT | |
| Crabbox Appsopenclaw/openclaw | 392k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Agent Managementautonomous-ai/Physical-AI-Operating-System | 407 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Computer Usebam-bam-2/solo-skills | 367 | 1 repos | ~915 | Automated safety check: Pass | MIT |
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Categories
Questions about Form Filler Operator
What does Form Filler Operator do?
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. Form Filler Operator is an agent skill from mohitagw15856/pm-claude-skills. 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.
When should I use Form Filler Operator?
Form Filler Operator fits situations like: asked to fill this application for me; complete this government/vendor/insurance form; do this registration.
How do I install Form Filler Operator in Claude Code?
Run `npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a claude-code`. Or copy the skill folder (skills/form-filler-operator in mohitagw15856/pm-claude-skills) into .claude/skills/form-filler-operator in your project. Claude Code loads it when a task matches its description.
How do I install Form Filler Operator in Codex?
Run `npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a codex`. Or copy the skill folder (skills/form-filler-operator in mohitagw15856/pm-claude-skills) into .agents/skills/form-filler-operator in your project. Codex loads it when a task matches its description.
Can I use Form Filler Operator in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mohitagw15856/pm-claude-skills --skill form-filler-operator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/form-filler-operator, .gemini/skills/form-filler-operator, .github/skills/form-filler-operator and .opencode/skills/form-filler-operator in your project.
What does Form Filler Operator need to run?
SKILL.md names no scripts, command-line tools or credentials: Form Filler Operator is instructions for the agent only.
Does Form Filler Operator access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Form Filler Operator safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Form Filler Operator use?
Form Filler Operator is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Form Filler Operator use?
About 1.2k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 816 tokens, read only when the agent opens those files.
What are the alternatives to Form Filler Operator?
Skills that share tags, products or a category with Form Filler Operator: Vision Skills (Anionex/agent-vision-toolkit, 1.2k stars), Mac Computer Use (To3akaRin/mac-computer-use, 1.1k stars), Crabbox Apps (openclaw/openclaw, 392k stars) and Agent Management (autonomous-ai/Physical-AI-Operating-System, 407 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Form Filler Operator?
mohitagw15856 (a GitHub user) maintains it in mohitagw15856/pm-claude-skills, which has 1,434 GitHub stars. The repository holds 1,348 skills in this directory. The repository was last updated on October 9, 2026.
Source: mohitagw15856/pm-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.