One question. Binary test. "Was a human member of the team able to personally review the specific facts of my specific situation?" A minimalist, human-first protocol for demanding individual scrutiny over automated decisions and institutional actions. Calm templates, open-source Python toolkit, and an optional Sovereign Personal Vault.

Building open-source tools for personal sovereignty, human rights & ethical AI. Creator of the Burgess Principle.

See where you stand. Mirror is a local-first personal sovereignty toolkit that adapts to any user, any situation, any institution. Tell it what happened in your own words — it maps your rights, generates the one question that matters, and gives you the next step. Built on the Burgess Principle. MIT licensed.

Sovereign personal vault for The Burgess Principle. Keep your facts private, send only a cryptographic fingerprint, and receive signed receipts proving whether a human reviewed your specific case. Take them to any tribunal, ombudsman, or court.

AI-powered Reasonable Adjustment Companion grounded in The Burgess Principle. Privacy-first tool for generating legally-grounded messages for ADHD, autism & hidden disabilities under Equality Act 2010 / ADA.

Iris — The AI that looks after people first. Multi-model orchestration with smart routing, consensus mode, and memory. Built on The Burgess Principle (UK00004343685). Open source.

The awesome collection of OpenClaw skills (Burgess Edition) — 5,400+ filtered, categorized & human-reviewed skills from the official ClawHub registry. Safety-first, privacy-focused, spam-free. 🦞