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Evolve startup ideas through AI-powered natural selection — Claude Code plugin

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Genesis

Evolve startup ideas through AI-powered natural selection.

Genesis runs a memetic algorithm over your idea direction: a Startup Visionary generates candidates, a Bootstrapper Analyst scores them across 8 dimensions, and a Pragmatic CTO refines the survivors into execution blueprints. Ideas that violate your constraints are eliminated before refinement. After the configured number of rounds, you get a winner and runner-up — each with a problem statement, monetization model, MVP scope, validation experiments, week-1 task list, and tech stack.

/genesis "AI tools for solo developers" --preset deep --strategy bootstrapper
/genesis "B2B SaaS for restaurants" --discover
/genesis "developer productivity" --budget 500 --timeline 4 --skills "python,react" --solo

Quick Start

claude plugin marketplace add heurema/emporium
claude plugin install genesis@emporium

First run — pick a direction and let the defaults handle the rest:

/genesis "developer productivity tools"

For interactive constraint setup, use discovery mode:

/genesis "SaaS ideas" --discover

Key Features

  • Memetic evolution loop: ideas go through GENERATE → CRITIQUE → ARBITER → REFINE → RE-SCORE, with fresh VARIATE injections on round 2+ to prevent convergence
  • 8-dimension scoring with strategy weights: four strategies (bootstrapper, growth, moat, uniform) shift the emphasis to what matters for your stage and goals
  • Hard constraint enforcement: budget, timeline, required skills, solo-founder mode, must-have and must-not elements are enforced by a deterministic arbiter before any refinement compute runs
  • Actionable winner output: every surviving idea includes a tech stack, a week-1 execution plan, validation experiments, and the most likely failure modes
  • Discovery mode: five guided questions translate your situation into the correct constraint flags without memorizing CLI syntax

Privacy & Data

Genesis makes no network calls. All agent dispatches stay inside Claude Code. Run artifacts are written to .genesis/runs/<run-id>/ on your local filesystem (config.json, state.json, final.json, summary.md). Nothing leaves your machine.

Requirements

  • Claude Code CLI
  • No external dependencies

Documentation

  • How It Works — architecture, agents, evolution loop, algorithm details
  • Reference — all flags, preset tables, output format, troubleshooting

Links

License

MIT

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