What is the primary benefit of using Oracle with Claude?

It allows you to get a high-quality second opinion from models like GPT-5.2 Pro by automatically bundling relevant code files with your prompt for context-aware reviews.

How does Oracle handle large codebases?

It includes a dry-run feature and a files-report command to preview token counts and ensure your bundle stays within the recommended 196k token limit.

Does Oracle support local file filtering?

Yes, Oracle supports glob patterns, respects .gitignore, and allows you to exclude specific directories or large files to stay within token limits.

What should I do if a browser session times out?

Oracle stores session data locally, allowing you to use the session reattach command to resume a stored run instead of starting over.

Can I use Oracle without an API key?

Yes, Oracle features a browser engine mode that can automate interactions with web-based LLM interfaces like ChatGPT when an API key is not available.

Oracle Multi-Model Review

Name: Oracle Multi-Model Review
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

開発者ツール

Bundles code files and prompts for deep architectural reviews and debugging via secondary AI models like GPT-5.2 Pro.

Oracle is a specialized utility that enables Claude to seek high-fidelity 'second opinions' by bundling specific repository context and prompts for review by other top-tier models. It bridges the gap between different AI environments by supporting both direct API calls and automated browser workflows, which is particularly useful for long-running tasks like complex refactors or design validation. With built-in token management, smart file filtering that respects .gitignore, and session persistence, Oracle ensures that external model reviews are contextually accurate, cost-effective, and easy to resume if interrupted.

主な機能

01Dry-run mode with token counting and cost estimation reports

020 GitHub stars

03One-shot bundling of prompts and repository context for external models

04Advanced file filtering with glob patterns and .gitignore support

05Session management to list and reattach to long-running reviews

06Automated browser integration for GPT-5.2 Pro and ChatGPT workflows

ユースケース

01Cross-validating complex refactors with multiple state-of-the-art models

02Debugging deep architectural issues that require significant repository context

03Performing human-in-the-loop design checks via browser-based AI sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/ai oracle

For use in Claude.ai and ChatGPT