prometheusopenbot

Prometheus is a multimodal, agent-based Telegram bot that connects to large language models and provides real-time tools. It uses an inference architecture inspired by DeepSeek Harness, Claude Code, and the Linux kernel. The bot prunes tool outputs by keeping the first 3500 characters and the last 1200 characters, reducing token load by 60–80%. It maintains a stable prompt prefix for KV-cache hits, lowering time-to-first-token to under 300 milliseconds. The financial engine uses stale-while-revalidate caching and concurrent exchange queries to return rates in 0.07 milliseconds. The vision pipeline includes adaptive Lanczos rescaling and a multimodal toolkit for OCR, barcode repair, and math solving. Prometheus also supports deep intent detection, coreference resolution, and compound multi-intent handling. It offers e-commerce lookups for Digikala, Amazon, eBay, and Reddit without APIs, plus OSINT, GitHub automation, and international scheduling. Security features include SSRF protection, anti-jailbreak filters, AST sandboxing, and automatic secret masking.