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{ }How It Works

Download. Load. Run.

Not a hosted app. Not a subscription. Just files that configure your AI to work systematically.

See it in action

Here's what a kit looks like and how it transforms your AI into a systematic operator.

What you download

Kit Structure
└── 📁discovery-machine
├── 📄system-prompt.md
├── 📁templates
│ │ ├── 📄candidate-frame.md
│ │ ├── 📄experiment-design.md
│ │ └── 📄decision-matrix.md
├── 📁rubrics
│ │ ├── 📊feasibility-score.csv
│ │ ├── 📊market-signal.csv
│ │ └── ⚙️kill-criteria.yaml
├── 📄runbook.md
└── 📁outputs
│ │ └── 📄README.md

The system prompt

system-prompt.md
1# Discovery Machine - System Prompt
2# Load this into Claude, ChatGPT, or any LLM
3
4role: product_validator
5version: 2.1.0
6
7behavior:
8 - Ask clarifying questions before validating
9 - Use scoring rubrics for all assessments
10 - Stop when kill criteria are met
11 - Output structured candidate frames
12
13scoring:
14 feasibility:
15 technical: 1-5
16 market: 1-5
17 timing: 1-5
18 threshold: 12 # Minimum score to proceed
19
20kill_criteria:
21 - No clear problem statement
22 - Market size < $10M
23 - 3+ direct competitors with >$50M funding
24 - Technical complexity > 18 months MVP

What happens when you use it

Using Discovery Machine
$|

The process

01

Download

Get the complete system

You receive a folder with everything: system prompts, templates, scoring rubrics, and a runbook. Plain files you can open anywhere.

02

Load

Copy-paste into your AI

Load the system prompt into ChatGPT, Claude, or any LLM. It configures the AI to follow the methodology—asking the right questions, using the rubrics.

03

Run

Follow the runbook

Work through the process step by step. Fill templates, score candidates, make evidence-based decisions. The system guides you.

04

Capture

Save your outputs

Save validated candidates, experiment results, and decisions. Reuse the system next time. Share with your team.

Why this works

🎯

Systems > Prompts

A prompt is a one-shot instruction. A system is templates, rubrics, and guardrails that produce consistent results.

📊

Evidence > Vibes

Every kit has numeric scoring and kill criteria. You know when to continue and when to stop. No guessing.

📁

Files > Apps

You own the files. They work offline. No subscription, no vendor lock-in, no "free tier limits."

Ready to extend your AI?

Pick a kit. Download it. Run it. That's it.

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