Oracle Browser Bridge Skill

Architecture

Camoufox (headless Firefox)
├─ Bypasses CF Turnstile natively
├─ Loads ChatGPT with auth cookies
├─ Types prompt + clicks send
└─ Polls for response (handles extended thinking)

Why Camoufox, not Chrome? Cloudflare blocks Chrome/Chromium headless browsers at the API level (all /backend-api/* calls return 403). Camoufox (Firefox-based stealth browser) passes CF checks and allows full ChatGPT interaction.

Prerequisites

• ~/camoufox-env virtualenv with camoufox and playwright
• ~/.oracle/chatgpt-cookies.json — ChatGPT auth cookies (from Nico's browser)
• No Xvfb needed (runs headless)

Quick Start

# Simple query
scripts/oracle/chatgpt-direct --prompt "Your question here"

# With file input
scripts/oracle/chatgpt-direct --prompt "Review this:" --file doc.md

# Pipe from stdin
echo "What is RRF?" | scripts/oracle/chatgpt-direct

# JSON output + save to file
scripts/oracle/chatgpt-direct --prompt "..." --json --output response.md

# Verbose mode (shows thinking progress)
scripts/oracle/chatgpt-direct --prompt "..." --verbose

Key Options

Flag	Default	Description
--prompt / -p	—	Prompt text
--file / -f	—	Append file contents to prompt
--timeout / -t	3600	Response timeout (GPT-5.4 Pro can think up to 1 hour)
--output / -o	—	Write response text to file
--json	off	JSON output with status/text/elapsed
--verbose / -v	off	Show progress (thinking/generating)
--cookies	~/.oracle/chatgpt-cookies.json	Cookie file path

GPT-5.4 Pro Thinking Behavior

GPT-5.4 Pro uses extended thinking mode:

• Simple questions: 10-30 seconds
• Complex design reviews: 2-5 minutes
• Deep analysis: can think up to 60 minutes

During thinking, the tool shows:

[10s] thinking md=0 text='(empty)'
[20s] thinking md=0 text='(empty)'
...
[192s] done md=865 text='Response starts here...'

The md=0 indicates the model is still thinking. Once md > 0, the actual response is arriving.

Response Detection

The tool distinguishes thinking from response by checking:

1. Stop button visible + empty .markdown → still thinking
2. Stop button visible + non-empty .markdown → streaming response
3. No stop button + non-empty .markdown → done (stable check: 2 consecutive polls)
4. Error keywords detected → error (retries once automatically)

Troubleshooting

"Cloudflare challenge not bypassed"

• Auth cookies may have expired → get fresh cookies from Nico's browser
• Export from browser DevTools: Application → Cookies → chatgpt.com → copy all

"Session expired — need fresh cookies"

• Same fix: refresh ~/.oracle/chatgpt-cookies.json

Response times out after extended thinking

• Increase --timeout (default is 3600s = 1 hour)
• Some queries genuinely take GPT-5.4 Pro 10+ minutes to think through
• If consistently stuck, the model may have hit a generation error — retry

"Something went wrong" error

• Transient ChatGPT error — tool retries automatically (new chat + resend)

Files

File	Purpose
research/chatgpt-direct.py	Main Camoufox-based ChatGPT client
scripts/oracle/chatgpt-direct	CLI wrapper (activates venv)
research/oracle-bridge-v4.py	Legacy Chrome CDP bridge (deprecated — Chrome gets 403)
research/camoufox-direct.py	Standalone test script (proof of concept)

Integration with OpenClaw

From agent code / skill scripts:

# Query GPT-5.4 Pro for research review
~/.openclaw/workspace/scripts/oracle/chatgpt-direct \
  --prompt "Review this research:" \
  --file ~/research/topic/FINAL-REPORT.md \
  --output ~/research/topic/gpt54-review.md \
  --timeout 3600

Cookie Format

~/.oracle/chatgpt-cookies.json — array of cookie objects:

[
  {"name": "__Secure-next-auth.session-token", "value": "...", "domain": ".chatgpt.com", ...},
  {"name": "cf_clearance", "value": "...", "domain": ".chatgpt.com", ...},
  ...
]

Export all cookies from chatgpt.com domain (including HttpOnly). The cf_clearance cookie is helpful but not required — Camoufox obtains its own CF clearance.