Home / Skills / browser-harness
browser-harness
browser-use/browser-harnessSkill
Control a real browser via CDP: clicking, typing, navigation, logged-in sessions, JS-rendered or bot-protected pages. Not for plain HTTP fetches of public content - use curl for those.
Why this score
This repo hosts 3 skills, so its 18,499 stars are split between them (about 6,166 each) for scoring.
Popularity score: 89/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit c6a941287424, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.agent-workspace/domain-skills/browser-use-cloud/cleanup-zombies.py:54 and 2 more
- Runs shell commands Common for dev tools. Read the commands it runs.agent-workspace/domain-skills/browser-use-cloud/cloud.md:1, interaction-skills/connection.md:37, interaction-skills/profile-sync.md:1 and 2 more
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.src/browser_harness/run.py:409
- Makes network requestsSKILL.md, agent-workspace/domain-skills/browser-use-cloud/cleanup-zombies.py:48, src/browser_harness/admin.py:888 and 15 more
- Downloads content and runs it Whatever it downloads can change after we scanned it.src/browser_harness/admin.py:579
Web addresses in its code:
- api.browser-use.comagent-workspace/domain-skills/browser-use-cloud/cleanup-zombies.py:33
- browser-use.comagent-workspace/domain-skills/browser-use-cloud/cloud.md:181
- api.manus.imagent-workspace/domain-skills/manus/tasks.md:16
- api.trustpilot.comagent-workspace/domain-skills/trustpilot/scraping.md:254
- booking.comagent-workspace/domain-skills/booking-com/scraping.md:19
- genius.comagent-workspace/domain-skills/genius/scraping.md:109
- indeed.comagent-workspace/domain-skills/job-boards/indeed-glassdoor.md:206
- medium.comagent-workspace/domain-skills/medium/scraping.md:3
- api.github.comagent-workspace/domain-skills/github/scraping.md:152
- api.stripe.comagent-workspace/domain-skills/stripe/account-sandboxes.md:14
- api.travelpayouts.comagent-workspace/domain-skills/expedia/api.md:61
- cfw-edge-auth.furnishedfinder.comagent-workspace/domain-skills/furnishedfinder/search.md:5
- claude.aiagent-workspace/domain-skills/claude-ai/extract-share-transcript.py:4
- datadome.coagent-workspace/domain-skills/etsy/scraping.md:18
- developer.etsy.comagent-workspace/domain-skills/etsy/scraping.md:87
And 21 more.
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onebrowser-harness browser-use/browser-harness · Skill | 89 | ★ 18k | ≈50 always | 18d ago |
| harness revfactory/harness · Skill Both about harness | 83 | ★ 9.2k | ≈80 always | 1mo ago |
| browser-skill Tencent/BrowserSkill · Skill Both about browser and logged | 87 | ★ 9.2k | ≈21 always | 16d ago |
| harness-creator walkinglabs/learn-harness-engineering · Skill Both about harness | 86 | ★ 21k | ≈27 always | 1mo ago |
| harness-eval HKUDS/OpenHarness · Skill Both about harness and real | 80 | ★ 16k | ≈74 always | 5mo ago |
| remote-browser browser-use/browser-use · Skill Both about browser and control | 94 | ★ 119k | ≈30 always | 18d ago |