Is this the same as the whitepaper I bought/read?
The five pillars and core mathematics (leverage score, priority score,
capacity score) are the same. A handful of specific mechanisms are
implemented differently — see docs/philosophy.md
for the exact list and the reasoning.
Why were some things changed from the original document?
Anything that fabricated information a real person (a client, a
colleague, a family member) would rely on as true was reframed to an
honest equivalent that serves the same underlying goal. Details in
docs/philosophy.md.
Does this auto-send emails/messages on my behalf?
No, not by default. Every draft goes through human review unless you
explicitly configure auto-send for a specific, low-risk context. See
docs/design-principles.md §2.
Does this analyze other people's private data without their consent?
It analyzes the sentiment/urgency of messages sent to you, to help you
prioritize your own attention — the same thing any inbox or CRM sentiment
feature does. It does not build persistent psychological profiles of
correspondents, and biometric monitoring is scoped exclusively to your
own data. See docs/security/privacy.md.
Can I run this without sending my data to a third-party LLM provider?
The architecture supports local model integration (docs/deployment/local.md);
whichever model you use, identifying data is tokenized before any
external API call (docs/security/privacy.md).
Is the prototype production-ready?
No — see ROADMAP.md. It's a reference implementation demonstrating the
architecture's core logic (scoring, leverage calculation, encryption),
with test coverage, but channel integrations (docs/examples/) and the
service API (docs/api/) are still specified, not yet built.
Where's the original "God Prompt"?
There isn't one, deliberately. Every prompt used by this system is
public and versioned in prompts/ — see CONTRIBUTING.md §No Secret
Prompts.
Can I use this commercially?
The code and architecture are MIT-licensed (LICENSE). The whitepaper in
papers/ remains separately attributed to its author.