---
name: browser-use-local-44a2ca38359b
description: Use when you need browser automation via the browser-use CLI or Python code in this OpenClaw container/host: open pages, click/type, take screenshots, extract HTML/links, or run an Agent with an OpenAI-compatible LLM (e.g. Moonshot/Kimi) using a custom base_url. Also use for debugging browser-use sessions (state empty, page readiness timeouts), and for extracting login QR codes from demo/login pages via screenshots or HTML data:image.
---

# browser-use (local) playbook

## Default constraints in this environment

- Prefer **browser-use** (CLI/Python) over OpenClaw `browser` tool here; OpenClaw `browser` may fail if no supported system browser is present.
- Use **persistent sessions** to do multi-step flows: `--session <name>`.

## Quick CLI workflow (non-agent)

1) Open

```bash
browser-use --session demo open https://example.com
```

2) Inspect (sometimes `state` returns 0 elements on heavy/JS sites)

```bash
browser-use --session demo --json state | jq '.data | {url,title,elements:(.elements|length)}'
```

3) Screenshot (always works; best debugging primitive)

```bash
browser-use --session demo screenshot /home/node/.openclaw/workspace/page.png
```

4) HTML for link discovery (works even when `state` is empty)

```bash
browser-use --session demo --json get html > /tmp/page_html.json
python3 - <<'PY'
import json,re
html=json.load(open('/tmp/page_html.json')).get('data',{}).get('html','')
urls=set(re.findall(r"https?://[^\s\"'<>]+", html))
for u in sorted([u for u in urls if any(k in u for k in ['demo','login','console','qr','qrcode'])])[:200]:
    print(u)
PY
```

5) Lightweight DOM queries via JS (useful when `state` is empty)

```bash
browser-use --session demo --json eval "location.href"
browser-use --session demo --json eval "document.title"
```

## Agent workflow with OpenAI-compatible LLM (Moonshot/Kimi)

Use Python for Agent runs when the CLI `run` path requires Browser-Use cloud keys or when you need strict control over LLM parameters.

### Minimal working Kimi example

Create `.env` (or export env vars) with:

- `OPENAI_API_KEY=...`
- `OPENAI_BASE_URL=https://api.moonshot.cn/v1`

Then run the bundled script:

```bash
source /home/node/.openclaw/workspace/.venv-browser-use/bin/activate
python /home/node/.openclaw/workspace/skills/browser-use-local/scripts/run_agent_kimi.py
```

**Kimi/Moonshot quirks observed in practice** (fixes):

- `temperature` must be `1` for `kimi-k2.5`.
- `frequency_penalty` must be `0` for `kimi-k2.5`.
- Moonshot can reject strict JSON Schema used for structured output. Enable:
  - `remove_defaults_from_schema=True`
  - `remove_min_items_from_schema=True`

If you get a 400 error mentioning `response_format.json_schema ... keyword 'default' is not allowed` or `min_items unsupported`, those two flags are the first thing to set.

## QR code extraction (login/demo pages)

### Preferred order

1) **Screenshot the page** and crop candidate regions (fast, robust).
2) If HTML contains `data:image/png;base64,...`, extract and decode it.

### Crop candidates

Use `scripts/crop_candidates.py` to generate multiple likely QR crops from a screenshot.

```bash
source /home/node/.openclaw/workspace/.venv-browser-use/bin/activate
python skills/browser-use-local/scripts/crop_candidates.py \
  --in /home/node/.openclaw/workspace/login.png \
  --outdir /home/node/.openclaw/workspace/qr_crops
```

### Extract base64-embedded images from HTML

```bash
source /home/node/.openclaw/workspace/.venv-browser-use/bin/activate
browser-use --session demo --json get html > /tmp/page_html.json
python skills/browser-use-local/scripts/extract_data_images.py \
  --in /tmp/page_html.json \
  --outdir /home/node/.openclaw/workspace/data_imgs
```

## Troubleshooting

- **`state` shows `elements: 0`**: use `get html` + regex discovery, plus screenshots; use `eval` to query DOM.
- **Page readiness timeout warnings**: usually harmless; rely on screenshot + HTML.
- **CLI flags order**: global flags go *before* the subcommand:
  - ✅ `browser-use --browser chromium --json open https://...`
  - ❌ `browser-use open https://... --browser chromium`



---
Source attribution: kbarbel640-del
Original project: https://github.com/kbarbel640-del/skills/blob/e7e336ac628c3e3bd771aff1aaa469c93778f94a/skills/fengjiajie/browser-use-local/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 clawdbot

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: kbarbel640-del
Original project: https://github.com/kbarbel640-del/skills/blob/e7e336ac628c3e3bd771aff1aaa469c93778f94a/skills/fengjiajie/browser-use-local/SKILL.md
Attribution basis: Source repository record

Fields of work: Development & Engineering
Roles: Backend Developer, Data Engineer, ML / AI Engineer
Specialties: API, Backend
Tools: OpenAI API, Browser Use
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 996fc210bac6a2b5ff9523ddf0ba60a3b8362292d15855753e0bc090a0a7929e
