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Tugoukezhang
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oracle

Bundles a prompt with selected files for review by a second AI model.

8|1|Updated Apr 13, 2026
Search Tags:#security#browser#code-review#cross-validation#ai-model#prompt-bundling
One-click install
npx skills add https://github.com/Tugoukezhang/workbuddy-skills --skill oracle-tugoukezhang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: oracle
Source: https://github.com/Tugoukezhang/workbuddy-skills/tree/main/skills/AI%E4%BA%A4%E5%8F%89%E5%AE%A1%E6%9F%A5
Command: npx skills add https://github.com/Tugoukezhang/workbuddy-skills --skill oracle-tugoukezhang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cross-validate code and prompts by leveraging a second AI model to review for debugging, refactors, and design checks with repository context.

Core Features & Use Cases

  • Bundle a prompt with selected files into a single review context for a second model.
  • Run reviews in browser or via API to match your workflow, with session persistence.
  • Safely manage attachments and reattach stored sessions for iterative reviews.

Quick Start

Bundle your prompt with a focused set of files and start a second-model review in the browser.

Frequently Asked Questions about oracle

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I cross-validate code changes with a second AI model for debugging?▼

Bundle a prompt with selected files to enable a second AI model to review your code with full repository context. This cross-validation technique applies to debugging, refactoring, and design checks across code, tests, and documentation.

Can I run a second-model code review in the browser or via API?▼

Second-model code reviews can run in the browser or via API to match your workflow. Both interfaces support session persistence, allowing you to reattach stored sessions for iterative code reviews.

What is prompt bundling for AI cross-validation?▼

Prompt bundling combines a prompt with selected files into a single review context for a second model. This ensures the reviewing AI model has the necessary repository context to accurately validate code, tests, and documentation.

How to safely manage attachments when using a second AI model for code review?▼

Safely manage attachments by practicing mindful file selection to avoid exposing secrets. You should only bundle necessary files into the review context and leverage session persistence to securely reattach stored sessions.

Does cross-validation with a second AI model work for refactoring and design checks?▼

Cross-validation with a second AI model works for refactoring and design checks. By bundling your prompt with selected files, the second model reviews your code with repository context to validate structural changes.

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