AI Systems Architect & Platform Engineer. Making AI agents deterministic and production-ready instead of probabilistic chaos. Creator of FACET & IOSM 🚀
soul.md. A portable, provider-agnostic specification for AI agent personas
173facet-standard. The Deterministic Contract Layer for AI. Defines strict tool-calling protocols, the Token Box Model for context allocation, and type-safe execution. Treats AI behavior as compiled software, not probabilistic improvisation. Eliminating runtime failures since 2025.
167facet-compiler. fct 0.1.2 — Rust compiler/runtime for FACET specification v2.1.3 (NADL)
165iosm-cli. AI Engineering Runtime for Professional Developers — terminal coding agent with IOSM methodology, MCP, checkpoints, orchestration, and extensions
164IOSM. IOSM v1.0 specification: reproducible methodology for continuous system improvement. Reference runtime implementation → github.com/rokoss21/iosm-cli
155FACET. FACET (Feature‑Aware Contracted Extension for Text) is a human‑readable, machine‑deterministic markup language for AI prompting, orchestration, and tooling
143swarm-iosm. Parallel Subagent Orchestration Engine for Claude Code implementing the IOSM methodology. Continuous dispatch scheduling, quality gates, auto-spawn protocol.
36OpenBot-2.0. This Telegram bot interfaces with AI models via OpenRouter, enabling users to authenticate with an API key, select AI models for interaction, process and send messages, and log activities.
7astrovisor-mcp. The AstroVisor MCP (Model Context Protocol) Server integrates our complete professional astrology API directly into Claude Desktop, giving you access to 50 specialized astrology tools through natural conversation.
5AzsTeleBot. This Telegram bot provides up-to-date fuel prices for various cities across Russia. Users can select a city and retrieve the latest fuel prices, making it easier to find the best deals on gasoline, diesel, and other fuel types.
2ububu. 🐧 Interactive Ubuntu System Optimizer with real-time progress tracking
2FACET-FSSG. FSSG (FACET Static Site Generator)—the deterministic build engine that turns FACET canonical JSON into production-grade static websites. FSSG concentrates on the generator itself: configuration, build pipeline, renderer, and CLI surface. No guesswork, no hidden state, just reproducible artefacts.
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