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name: skyvern-browser-automation description: "AI-powered browser automation — navigate sites, fill forms, extract structured data, log in with stored credentials, and build reusable workflows." category: browser-automation risk: safe source: community source_repo: Skyvern-AI/skyvern source_type: official date_added: "2026-04-23" author: mark1ian tags: [browser-automation, mcp, web-scraping, form-filling, ai-agents, workflow-automation] tools: [claude, cursor, gemini, codex] license: "AGPL-3.0" license_source: "https://github.com/Skyvern-AI/skyvern/blob/main/LICENSE"

Skyvern Browser Automation -- CLI Judgment Procedure

Skyvern uses AI to navigate and interact with websites. Every command below is a runnable skyvern <command> invocation.

When to Use This Skill

• Use when you need AI-assisted browser automation for navigation, extraction, form filling, login flows, or reusable website workflows.
• Use when deterministic selectors are unavailable and Skyvern's visual/a11y reasoning can identify page controls.
• Use when a one-off browser task should become a repeatable workflow with run history and verification.

Step 1: Classify Your Task (ALWAYS do this first)

| Classification | Signal | CLI Command | Cost | What Happens | |---|---|---|---|---| | Quick check (yes/no) | "is the user logged in?" | skyvern browser validate | 1 LLM + screenshots | Lightweight validation (2 steps max), returns boolean. Cheapest AI option. | | Quick inspection | "what does the page show?" | skyvern browser extract | 1 LLM + screenshots | Dedicated extraction LLM + schema validation + caching. | | Single action (known target) | "click #submit" | skyvern browser click/type | 0 LLM | Deterministic Playwright. No AI. Fastest. | | Single action (unknown target) | "click the submit button" | skyvern browser act | 2-3 LLM, no screenshots | No screenshots in reasoning. Economy a11y tree. For visual targets, use hybrid mode (selector + intent). | | Same-page multi-step | "fill the form and submit" | skyvern browser act or primitive chain | 2-3 LLM or 0 LLM | Use act when labels are clear. Use click/type/select directly when you know selectors. | | Throwaway autonomous trial | "try this once", "see if this works" | skyvern browser run-task | Higher | One-off autonomous agent for exploration. Do not use for recurring or multi-page production automations. | | Multi-page or reusable automation | "navigate a multi-page wizard", "set this up", "automate this weekly" | skyvern workflow create + run | N LLM + screenshots | Build a workflow with one block per step. Each block gets visual reasoning, verification, and reusable run history. |

MCP note: if you are using the Skyvern MCP instead of the CLI, prefer observe + execute for same-page multi-step UI work. The CLI does not expose that pair directly.

Step 2: Apply These Decision Rules

1. If the prompt includes a selector, id, XPath, or exact field target, use browser primitives -- not act.
2. If you only need a yes/no answer, use validate -- not extract or act.
3. If the work stays on one page and labels are clear, use act or a primitive chain.
4. If the user says try this once, see if this works, or clearly wants a one-off exploratory trial, use run-task.
5. If the task spans multiple pages and is meant to be reusable, scheduled, repeatable, or explicitly set up as automation, use workflow create.
6. Never type passwords. Always use stored credentials with skyvern browser login.

Step 3: Create a Session

Every browser command needs a session. Create one first:

# Cloud session (default -- works for public URLs)
skyvern browser session create --timeout 30

# Local session (for localhost URLs or self-hosted mode)
skyvern browser session create --local --timeout 30

# Connect to existing browser via CDP
skyvern browser session connect --cdp "ws://localhost:9222"

Session state persists between commands. After session create, subsequent commands auto-attach. Override with --session pbs_.... Close when done: skyvern browser session close.

Step 4: Execute by Classification

Quick check (yes/no)

skyvern browser validate --prompt "Is the user logged in? Look for a dashboard or avatar."

Returns true/false. Cheapest AI option -- prefer over extract or act for boolean checks.

Quick inspection

skyvern browser extract \
  --prompt "Extract all product names and prices" \
  --schema '{"type":"object","properties":{"items":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"string"}}}}}}'

Uses screenshots + dedicated extraction LLM. Better than screenshot+read because Skyvern's LLM interprets the page.

Single action (known target)

skyvern browser click --selector "#submit-btn"
skyvern browser type --text "user@co.com" --selector "#email"
skyvern browser select --value "US" --intent "the country dropdown"

Determi