AutoBrowse — self-improving browser automation skill
Turn flaky browser tasks into reliable skills — an inner agent browses while the outer agent reads traces and improves the strategy until the task passes
- What
- Turn flaky browser tasks into reliable skills — an inner agent browses while the outer agent reads traces and improves the strategy until the task passes
- Cost
- Free
- Needs
- Node.js 18+, the browse CLI, and an ANTHROPIC_API_KEY (each iteration burns real API calls); a Browserbase account for remote mode (paid cloud browsers) — the skill is guidance the agent follows, not software
- Install
- Copy the installer prompt below into your Muse — your agent does the rest.
Selected by Skill Harbor — short listing (the repo states no license, so no content is reproduced): @browserbase's AutoBrowse — self-improving browser automation through the auto-research loop. An inner agent browses a site (via the `browse` CLI) while the outer agent reads the trace, forms one evidence-grounded hypothesis per iteration, and rewrites the navigation strategy (`strategy.md`) until the task passes reliably — with multi-task parallel runs via sub-agents, an optional CDP-traced mode (paired with the sibling `browser-trace` skill), and a "graduate" step that turns a converged strategy into a self-contained Claude Code skill. Entry points are flexible (`--task`, `--tasks`, `--all`, or free-form URL/instruction). Honest caveats: needs Node.js 18+, the `browse` CLI and an `ANTHROPIC_API_KEY` — every iteration burns real API calls; remote mode runs on Browserbase cloud browsers (a paid service), with optional CDP tracing via the sibling skill; the skill's frontmatter states MIT, but no LICENSE file was detected in the repo — short listing with a link only, nothing copied. Skill Harbor never reviews the code, review it yourself before use. Discovered via skills.sh.
Version:
Install
Prerequisites: Node.js 18+, the browse CLI, and an ANTHROPIC_API_KEY (each iteration burns real API calls); a Browserbase account for remote mode (paid cloud browsers) — the skill is guidance the agent follows, not software Install "AutoBrowse — self-improving browser automation skill" for me. It gives my agent @browserbase's auto-research loop: an inner agent browses a site via the browse CLI while the outer agent reads traces, forms one evidence-grounded hypothesis per iteration, and rewrites strategy.md until the task passes reliably — multi-task parallel runs, optional CDP-traced mode, and a graduation step that turns a converged strategy into a self-contained Claude Code skill. IMPORTANT: no LICENSE file was detected in the repo (frontmatter states MIT) — fetch from the link only, and reproduce nothing beyond the link. Repository: https://github.com/browserbase/skills/blob/main/skills/autobrowse/SKILL.md 1. Fetch the SKILL.md file (and any helper files) from the repository path into a temporary folder and summarize what it does in one or two sentences. 2. Safety check: review the SKILL.md and scripts for anything suspicious (unexpected network calls, shell commands, credential harvesting). This repo should contain zero secrets in code. Verify that holds here; STOP on any red flag and tell me. 3. Install it as a skill: copy SKILL.md and its helper files into the agent's skills directory, in a folder named "autobrowse". 4. Verify with no network calls: frontmatter valid, files in place. 5. Report what was installed, where, and what I still need to do myself (e.g. install the browse CLI, set ANTHROPIC_API_KEY, pick a task or URL to train; nothing else — it's a methodology). GitHub is optional: if I have a GitHub account or the gh CLI, you may use it; otherwise public access is fine. Never require it unless it's in the prerequisites above. Rules: don't touch anything outside the temp folder and the install target. If anything looks off, stop and ask me.
Questions
How do I install a build?
Every product page includes a copy-paste install prompt. Paste it into your Muse and it sets the build up for you — no manual configuration.
Where does my money go?
Straight to the seller. Skill Harbor never processes payments: checkout happens on the seller’s own page, usually Stripe.
What does the ✓ next to a creator’s name mean?
It means we confirmed the identity of the person behind the listing. It says nothing about the code itself — always check a build before installing it.