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arXiv Is Rate Limiting Authors Following a Flood of AI Slop Submissions
arXiv now limits authors to two submissions a month as AI slop overwhelms moderators, delays good papers, and sparks debate over applying the limit to everyone.
provenby-proxy
Advanced tools
Transparent LLM API proxy that captures skill metadata for ProvenBy. Change one env var, keep all your existing code.
# Start the proxy
npx ProvenBy-proxy --port 4000 --candidate-id YOUR_ID --api-key sig_YOUR_KEY
# Point your SDK at it (one env var change)
export OPENAI_BASE_URL=http://localhost:4000/v1
# All existing code works unchanged
python -c "import openai; openai.chat.completions.create(model='gpt-4o', messages=[...])"
localhost:4000 instead of api.openai.comRoutes are auto-detected from request paths:
| Path | Provider |
|---|---|
/v1/chat/completions | OpenAI (also xAI, DeepSeek, any OpenAI-compatible) |
/v1/messages | Anthropic |
/v1/chat/complete | Mistral |
Override with path prefixes: /openai/v1/..., /anthropic/v1/..., /deepseek/v1/...
--port, -p Port to listen on (default: 4000)
--candidate-id, -c ProvenBy candidate ID
--api-key, -k ProvenBy API key
--server-url, -s ProvenBy server URL
--config Path to config file (default: ~/.provenby/proxy.json)
--debug Log extraction activity to stderr
~/.provenby/proxy.json){
"port": 4000,
"candidateId": "xxx",
"apiKey": "sig_xxx",
"serverUrl": "https://provenby.dev",
"providers": {
"openai": "https://api.openai.com",
"anthropic": "https://api.anthropic.com",
"xai": "https://api.x.ai",
"deepseek": "https://api.deepseek.com",
"mistral": "https://api.mistral.ai"
}
}
PROVENBY_PROXY_PORT=4000
PROVENBY_CANDIDATE_ID=xxx
PROVENBY_API_KEY=sig_xxx
PROVENBY_SERVER_URL=https://provenby.dev
Priority: CLI flags > config file > env vars.
The proxy sees raw text (it has to, to forward it). But it:
What IS sent to ProvenBy: { model: "gpt-4o", languages: ["Python"], frameworks: ["FastAPI"], domain: "backend", complexity: "moderate" }
What is NOT sent: Your prompts, code, API keys, or any raw text.
For maximum privacy, use ProvenBy-sdk instead (extraction happens inside your process with no proxy).
The proxy fully supports SSE streaming (stream: true). Streaming responses are piped directly from the provider to your code without buffering. Skill extraction runs on the request body only, so streaming adds zero latency.
Built entirely on Node.js built-in modules (http, https, url, path, fs, crypto). No node_modules needed.
curl http://localhost:4000/health
# {"status":"ok","version":"0.1.0"}
FAQs
Transparent LLM API proxy that captures skill metadata for ProvenBy
We found that provenby-proxy demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.

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