oracle

Bundle prompts and selected files into one request for second-model codebase reviews.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/bytes032/agentkit --skill oracle-bytes032
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: oracle
Source: https://github.com/bytes032/agentkit/tree/main/skills/oracle
Command: npx skills add https://github.com/bytes032/agentkit --skill oracle-bytes032

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Oracle bundles your prompt + selected files into one "one-shot" request so another model can answer with real repo context (API or browser automation). Treat outputs as advisory: verify against the codebase + tests.

Core Features & Use Cases

  • One-shot context bundling: Combine prompt and a minimal, representative file set for accurate model reviews.
  • Multi-engine reviews: Supports API and browser-based review flows (GPT-5.2 Pro/alternatives) to suit environments.
  • Guided usage & safety: Includes clear defaults, file attachment rules, and session management guidance to keep reviews focused and controlled.

Quick Start

Bundle a prompt with a focused set of files using the Oracle CLI, then run a browser or API review to obtain a second-model assessment.

Frequently Asked Questions about oracle

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

FAQPage Schema
How do I bundle code and prompts for a second-model code review?

You can request a second-model code review via API or browser-based automation. This enables flexible cross-validation, debugging, and refactor checks across different engine environments depending on your setup.

What's the best way to get cross-validation on a codebase refactor?

The best way to get cross-validation on a codebase refactor is to bundle your prompt and selected files into a one-shot request for a second model. Treat the output as advisory and verify it against your tests.

Do I need the @steipete/oracle CLI to run a focused design check?

Yes, you need the @steipete/oracle CLI to run focused design checks. It handles specifying files with the --file flag, selecting review engines and models, and managing sessions including dry-runs and attachment handling.

Can I use browser-based models for automated code review?

Yes, you can use browser-based models for automated code review. The system supports browser-based review flows alongside API reviews to suit your specific environment and model access requirements.

When should I not rely on a second-model review for debugging?

You should not rely on a second-model review for debugging when you need definitive fixes, because outputs are strictly advisory. Always manually verify the model's suggestions against your actual codebase and tests.