UAP Protocol  

A security first wire protocol for AI tool access, built to close three specific holes left open by existing agent protocols: tool metadata that can be mutated after publication, tool execution with no sandbox boundary, and a server that acts as both resource server and authorization server for itself.

Each hole gets a structural fix rather than a configuration flag. Tool metadata is signed with Ed25519 inside the payload it describes, so any edit after signing breaks the signature before the gateway acts on it. Every tool call runs inside a fresh Docker container, read only root filesystem, capabilities dropped, memory capped, destroyed on response. Authorization is delegated entirely to an external identity provider with short lived, hard capped tokens, so the gateway is never both judge and party to the request.

Vadjanix  

A local first, multi agent orchestrator with no cloud dependency. Every incoming message is parsed into one typed structure, an IntentPacket, and routed by a fifty line prefix switcher to a typed handler: another agent, a database, a local file, a REST endpoint. No LLM sits in the routing path.

Before any model call happens, a deterministic pre-check gate evaluates the request against plain Markdown rule files, so hard constraints are enforced in code rather than left to model judgment. Agent identity and inter agent communication run over Nostr, giving each agent a cryptographic identity with no central server in the loop.

slopcheck  

An offline, zero dependency detector for AI generated prose. It scores text with five independent heuristics instead of a model: a weighted phrase bank, sentence length variance, punctuation frequency, paragraph uniformity, and lexical diversity by type token ratio.

Runs entirely on CPU, no network call, no external dependency, which makes it usable as a pre-commit hook or a CI gate without adding latency or a point of failure it doesn't control.

slopcheck/
├── cli.py            argument parsing and runner
├── scorer.py          orchestrates all five signals
├── render.py            console and JSON formatting
└── signals/
    ├── phrases.py          AI cliche matcher
    ├── rhythm.py             sentence length variance
    ├── punctuation.py          em dash and colon frequency
    ├── structure.py             paragraph uniformity
    └── lexical.py                type token ratio scorer