Prefixed wire-format IDs for Flametrench. UUIDv7 storage, self-describing public identifiers.

A self-describing URL path-like thing

One-line, reliable API discovery for Clawnify apps — serves /api/openapi.json (the contract) + a lean /llms.txt index, generated from your live Hono routes, and makes /api/* 404s self-describing.

Performant binary encoding for structured records: tables, geospatial features, and graphs in a single self-describing file format.

Express REST api self describing middleware

Self describing protocol buffers on IPFS

Generate Swagger documentation, using custom self-describing decorators with TypeScript and Node

HTBP (HTTP Tool Bridge Protocol) server SDK: expose functions as self-describing HTTP tool endpoints, FastAPI-style.

Deterministic structural analysis of AI-agent skill folders (SKILL.md + resources) into a single self-describing SkillAnalysis JSON

Generate, encode, decode & render SoundCloud-style audio waveform peaks. Zero dependencies, one tiny self-describing format, browser + Node + CLI. Byte-for-byte reproducible against a Python reference.

**Self‑describing UI contracts & live control centre for modern React applications**

Composable, self-describing trigger blocks for @samyx/gha-core: author a rule's trigger as a typed flow (event/debounce/timer/waitFor/first/join) that both executes and draws its own diagram.

Bidirectional codec for encoding JSON documents to QR-safe CBOR and decoding them back — CBOR encoding, opportunistic compression, and Base45 (RFC 9285) text encoding with a self-describing flag byte, so payloads survive lossy UTF-8 decoding by mobile QR

MetaMessage (mm) is a structured data exchange protocol. It is self-describing, self-constraining, and self-exemplifying, enabling lossless data exchange. It is designed as a next-generation universal protocol that natively supports AI, humans, and machin

Read Claros real-world-data oracle feeds from Casper, on-chain. Like Pyth: values + self-describing metadata, read directly from the chain.

Model Context Protocol server exposing the First Light / BTX explorer chain-intelligence API as native, self-describing AI tools. Neutral on-chain facts only — every result carries its caveat.

Astro image service that embeds your <Image> alt text (and optional description/keywords) as standards XMP into the optimized output files — so your dist/_astro assets are self-describing for Google Images and AI answer engines. Wraps Astro's default shar

XZ Decompression Library

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Connect physical devices to Lua AI agents. Supports Socket.IO and MQTT transports, self-describing commands, triggers, and CDN uploads.