discovery

Orchestrate multi-LLM discovery pipelines to plan and validate ideas.

15|2|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/jdonohoo/vern-bot --skill discovery-jdonohoo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: discovery
Source: https://github.com/jdonohoo/vern-bot/tree/main/skills/discovery
Command: npx skills add https://github.com/jdonohoo/vern-bot --skill discovery-jdonohoo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill orchestrates a repeatable, multi-LLM discovery pipeline that turns informal prompts and supporting files into a battle-tested, consolidated plan and actionable artifacts, removing the manual work of coordinating models and steps.

Core Features & Use Cases

  • Multi-LLM Orchestration: Runs configurable pipelines (Default 5-step or Expanded 7-step) across Codex, Claude, Gemini, and others with fallback strategies.
  • Safe, Repeatable Execution: Locates the plugin root, builds a single CLI command, enforces platform-aware execution, supports resume-on-failure and max-retries, and avoids executing from user-provided paths.
  • Discovery Outputs & Reviews: Produces structured output files, pipeline-status summaries, optional VernHole persona reviews, and an Oracle vision for informed decision-making.
  • Use Case: Run a guided discovery for a startup idea folder (or quick one-off prompt) to generate analysis, refinement, chaos checks, consolidation, and an architect breakdown.

Quick Start

Start a discovery run for the idea "smart-calendar" using the default pipeline and save results to the current directory.

Frequently Asked Questions about discovery

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

FAQPage Schema
How do I validate a startup idea using multiple LLMs?

Multi-LLm discovery pipeline orchestration validates startup ideas by executing configurable analysis, refinement, chaos check, and consolidation sequences across models like Codex, Claude, and Gemini.

What is a multi-LLm discovery pipeline for idea validation?

A multi-LLM discovery pipeline orchestrates models like Codex, Claude, and Gemini through sequential analysis, refinement, chaos checks, consolidation, and architect breakdown steps to validate ideas.

Can I run idea validation across Claude, Codex, and Gemini together?

Yes, you can run idea validation across Claude, Codex, and Gemini using configurable pipelines with fallback strategies to ensure safe, repeatable multi-LLM execution.

How do I execute a multi-LLM pipeline from the command line?

To execute a multi-LLM pipeline from the command line, locate the plugin root and run the packaged CLI with explicit flags, enforcing platform-aware execution and safeguards against user-supplied paths.

Does the discovery pipeline support resume on failure?

Yes, the discovery pipeline supports resume-on-failure and max-retries to ensure safe, repeatable execution when orchestrating multi-LLM workflows.

What outputs do I get from a multi-LLM idea validation pipeline?

Outputs from a multi-LLM idea validation pipeline include structured output files, pipeline-status summaries, optional persona reviews, and an Oracle vision summary for informed decision-making.