CCProxy API provides unified access to multiple AI providers like Claude and Codex through a single interface. It uses existing subscriptions without requiring API key billing. Ideal for operations teams looking to streamline AI integration and management.
git clone https://github.com/CaddyGlow/ccproxy-api.gitCCProxy API provides unified access to multiple AI providers like Claude and Codex through a single interface. It uses existing subscriptions without requiring API key billing. Ideal for operations teams looking to streamline AI integration and management.
[{"step":"Identify the task you want to execute across multiple AI providers. Use the CCProxy API to send the same prompt to all connected providers simultaneously.","tip":"For complex tasks, break them into smaller subtasks to compare provider strengths. Example: Use one provider for research and another for code generation."},{"step":"Specify the providers you want to include in the CCProxy API call. You can target specific providers or use 'all' to distribute the workload.","tip":"Check provider availability and rate limits in the CCProxy dashboard before running large-scale tasks. Consider staggering requests if hitting limits."},{"step":"Process the structured responses from each provider. Compare outputs for accuracy, completeness, and style. Use the confidence scores and limitations provided.","tip":"For critical tasks, implement a voting system where multiple providers validate the same output before proceeding. Example: Use 3 providers and accept the majority response."},{"step":"Aggregate and refine the results based on your needs. Combine the best elements from each provider's output or select the most suitable response for your use case.","tip":"Store provider responses in a database or spreadsheet for future reference. Track which providers perform best for specific task types to optimize future workflows."},{"step":"Handle errors and retries automatically. Use CCProxy's built-in retry mechanisms for failed requests and implement fallback logic if a provider becomes unavailable.","tip":"Set up alerts in CCProxy for provider outages or performance degradation. Configure automatic failover to other providers when issues are detected."}]
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/CaddyGlow/ccproxy-apiCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Use the CCProxy API to execute [TASK] across [AI_PROVIDER_1] and [AI_PROVIDER_2]. Return the results in a structured format with clear labels for each provider's output. Example: 'Summarize the attached technical documentation for [TOPIC] using both Claude and Codex, then compare their responses for accuracy and depth.'
```json
{
"task": "Generate a Python script to scrape product pricing from [ECOMMERCE_SITE]",
"providers": {
"Claude": {
"response": "```python\nimport requests\nfrom bs4 import BeautifulSoup\n\nurl = '[ECOMMERCE_SITE]/products'\nheaders = {'User-Agent': 'Mozilla/5.0'}\nresponse = requests.get(url, headers=headers)\nsoup = BeautifulSoup(response.text, 'html.parser')\nprices = [p.text.strip() for p in soup.select('.price')]\nprint(prices)\n```",
"confidence": "High",
"limitations": "Assumes consistent HTML structure; may fail if site uses dynamic rendering"
},
"Codex": {
"response": "```python\nimport requests\nfrom bs4 import BeautifulSoup\n\n# Add retry logic and error handling\nMAX_RETRIES = 3\nfor attempt in range(MAX_RETRIES):\n try:\n response = requests.get('[ECOMMERCE_SITE]/products', timeout=10)\n response.raise_for_status()\n break\n except requests.exceptions.RequestException as e:\n print(f'Attempt {attempt + 1} failed: {e}')\n if attempt == MAX_RETRIES - 1:\n raise\n\nsoup = BeautifulSoup(response.text, 'html.parser')\n# Handle potential CAPTCHA or anti-bot measures\nprices = [p.text.strip() for p in soup.select('.product-price') if p.text.strip()]\nprint(prices)\n```",
"confidence": "Medium",
"limitations": "Requires manual adjustment for site-specific selectors; may trigger rate limits"
}
},
"comparison": {
"claude_code_quality": "Simpler but less robust",
"codex_code_quality": "More production-ready with error handling",
"recommended_approach": "Use Codex's version with added logging and proxy rotation for reliability"
}
}
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