Keep a human-readable path
The important public record should remain readable without an account, remote model, or hidden database.
What may a tool do?
Help without taking over.
A computer, model, API, or automated system may help organize, explain, translate, compare, and check. It may not quietly become the owner of a person’s choices or private story.
Stop when privacy is unclear
Public information may use a safe local fallback. Private or restricted information must not silently travel to another provider.
Say what the tool is doing
Purpose, data type, source, retention, accessibility, and the human who can stop or correct the action should stay visible.
Do not decide a person’s status
A score may not independently create guilt, diagnosis, dangerousness, custody, immigration status, confinement, punishment, or eligibility.
Keep tools replaceable
One company, endpoint, or model should not own the only doorway to the information.
Show what changed
Hashes, signatures, sources, and release notes can reveal changes. They cannot turn a claim into truth by themselves.
The tool serves the living person. The living person does not become raw material for the tool.
For independent seeds
Love Me Too may link to a public seed and share open accessibility patterns. It may not gain private messages, media, identities, keys, or administrative control merely because the projects are connected.