{ "title": "TTEOP — Token Telemetry Evaluation Operator Protocol: Specification and Reference Implementation", "description": "TTEOP (Token Telemetry Evaluation Operator Protocol) is an open, vendor-neutral interoperability standard for measuring AI-operator token efficiency. It defines four telemetry primitives (input, output, cache_write, cache_read), five derived metrics (Yield, Leverage, Velocity, output_fraction, log_leverage), three privacy modes, four provenance levels, a JSON Schema for telemetry envelopes, a conformance suite with frozen test vectors, and a governance process for protocol evolution. The reference implementation is written in JavaScript (Node.js >= 18) and published as the npm package tteop-spec.", "upload_type": "software", "license": "Apache-2.0", "creators": [ { "name": "McHenry, Deric J", "affiliation": "SignalAF", "email": "hello@signalaf.com" } ], "keywords": [ "token-efficiency", "ai-operators", "telemetry", "protocol", "open-standard", "yield", "leverage", "cache", "mcp", "conformance" ], "related_identifiers": [ { "scheme": "url", "identifier": "https://github.com/SunrisesIllNeverSee/otep-spec", "relation": "isSourceOf" }, { "scheme": "url", "identifier": "https://www.npmjs.com/package/tteop-spec", "relation": "isPartOf" } ], "access_right": "open", "communities": [] }