Project Knowledge

browser-act/skills

Use browser-act/skills when the user needs a browser agent project with local, cloud deployment options.

TypeProject / implementation

Difficultybeginner

LanguagePython

LicenseMIT

TL;DR

Use browser-act/skills when the user needs a browser agent project with local, cloud deployment options.

Install

Run the browser agent with the setup described in the repository README.

Good For

build browser automation agents

operate web tasks with LLMs

test web workflows

Not Good For

edge-only Cloudflare Workers deployment without adaptation

backend-only jobs

offline batch processing

Git.Top Score77/100

Agent Score62/100

Maintenance40

Stability70

Quality35/100

Best Use

build browser automation agents

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

local, cloud

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Best Alternative

browser-use/browser-use: docker, library_only

Compare this option when the target stack or language preference differs.

Confidence

1/4 classification signals high; 3 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-07-08; metrics 2026-07-08

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-07-08T11:00:56.870Z

Metrics calculated2026-07-08T11:00:56.870Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30destimated

Commits 30dcomplete

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: Runtime blocker: python.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

browser-use/browser-useUse browser-use/browser-use when the user needs a browser agent project with docker, library_only, local deployment options.

unclecode/crawl4aiUse unclecode/crawl4ai when the user needs a browser agent project with docker, library_only, local deployment options.

apify/crawleeUse apify/crawlee when the user needs a browser agent project with docker, library_only, local deployment options.

tiliondev/fortressUse tiliondev/fortress when the user needs a browser agent project with docker, library_only, local deployment options.

apify/crawlee-pythonUse apify/crawlee-python when the user needs a browser agent project with library_only, local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

apify/apify-sdk-pythonUse apify/apify-sdk-python when the user needs a browser agent project with docker, serverless, library_only deployment options. Shared browser agent category and local deployment context.

nanobrowser/nanobrowserUse nanobrowser/nanobrowser when the user needs a browser agent project with library_only, local, cloud deployment options. Shared browser agent category and local deployment context.

apify/crawleeUse apify/crawlee when the user needs a browser agent project with docker, library_only, local deployment options. Shared browser agent category and local deployment context.

apify/crawlee-pythonUse apify/crawlee-python when the user needs a browser agent project with library_only, local, cloud deployment options. Shared browser agent category and local deployment context.

tiliondev/fortressUse tiliondev/fortress when the user needs a browser agent project with docker, library_only, local deployment options. Shared browser agent category and local deployment context.

browser-use/buxUse browser-use/bux when the user needs a browser agent project with local, cloud deployment options. Shared browser agent category and local deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: mediumMatched "browser automation" in metadata.

Deployment: mediumLocal usage is assumed for open source repositories unless contradicted.

Difficulty: mediumRepository has under 10k stars, so complexity is treated conservatively.

Cloudflare Ready: highRuntime blocker: python. No Cloudflare deployment signal detected.

Compare

browser-use/browser-use leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

browser-act/skills4,062YesYesNo62

browser-use/browser-use101,447YesYesNo90

unclecode/crawl4ai71,353YesYesNo83

apify/crawlee24,554YesYesNo81