Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots, read console and network, fill simple forms — for verification tasks, not unattended automation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent Browser
Use a controlled browser to verify behavior, capture evidence, or extract information from web pages that a static fetch cannot reach (SPAs, login-gated pages, dynamic content). This skill is about supervised verification, not unattended scraping.
## When to use
- You need a screenshot of a deployed page or a local dev server to confirm a UI change.
- You need to read JavaScript-rendered content that `curl`/`wget` will not see.
- A user reports a UI bug and you need to reproduce it interactively to capture console errors, network requests, or layout state.
- You need to walk through a short flow (load page, click, observe) to verify acceptance criteria.
## When not to use
- The page is reachable as static HTML. Use `curl`/HTTP fetch — it is cheaper, faster, and more reliable.
- The task is unattended large-scale scraping. That belongs to a dedicated scraper with rate limits, robots.txt handling, and a real user agent policy — not this skill.
- The site is behind authentication you do not own credentials for, or whose terms of service prohibit automation.
…
The line at the top of this page pins the label git:20260528.9eac727, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_wreyoltwdo5qc35e
GET https://markdownregistry.com/api/v1/resolve?ref=paperclipai/paperclip/agent-browser
GET https://markdownregistry.com/api/v1/blob/362f7b9d02297782bc6f0c093f495b8a0304a75bcf4b42e5c280a42b1f757b7d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
paperclipai/paperclip · .agents/skills/add-product-e2e-eval/SKILL.md · Add or extend a Paperclip full-stack runner E2E workflow, fixture, matcher, or report evidence path for local or…
paperclipai/paperclip · .agents/skills/add-runner-eval/SKILL.md · Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance…
paperclipai/paperclip · .agents/skills/check-pr/SKILL.md · Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to…
paperclipai/paperclip · .agents/skills/company-creator/SKILL.md · Create agent company packages that conform to agentcompanies/v1. Use when asked to create a company, scaffold an agent…
paperclipai/paperclip · .agents/skills/create-agent-adapter/SKILL.md · Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI…
paperclipai/paperclip · .agents/skills/create-external-bot-integration/SKILL.md · Build and qualify external bots such as Dot in Paperclip. Use for two-way work, invitation, identity, wakeup, Runner…
paperclipai/paperclip · .agents/skills/create-issue-interaction-ui/SKILL.md · Add a new Paperclip issue-thread interaction kind end-to-end. Use when repo work introduces or extends interaction…
paperclipai/paperclip · .agents/skills/create-paperclip-bundled-skill/SKILL.md · Turn an idea, tweet, or task into a skill in the Paperclip skills catalog (packages/skills-catalog). Use when asked to…
paperclipai/paperclip · .agents/skills/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
paperclipai/paperclip · .agents/skills/diagnose-why-work-stopped/SKILL.md · Diagnose stalled, looping, or over-recovered Paperclip issue trees and propose a no-code product-rule plan. Use when…
paperclipai/paperclip · .agents/skills/doc-maintenance/SKILL.md · Audit README, SPEC, and PRODUCT docs against recent git history for drift and make minimal PR-ready edits. Use when…
shanraisshan/claude-code-best-practice · .claude/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
vercel-labs/agent-browser · skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
nanocoai/nanoclaw · container/skills/agent-browser/SKILL.md · Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots…
mvschwarz/openrig · skills/_canonical/process/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
mvschwarz/openrig · packages/daemon/specs/agents/shared/skills/process/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
maxmiksa/auto-company · .claude/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
fcakyon/claude-codex-settings · plugins/agent-browser/skills/agent-browser/SKILL.md · Agent-browser usage guide. Read this before running any agent-browser commands. Covers the snapshot-and-ref workflow…
bastani-inc/atomic · packages/subagents/skills/agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…