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.