# cyber-xiaoya/cyber-xiaoya-live > An open-source component kit for running a digital live-stream host: a local FastAPI bridge takes commands, an LLM generates lines, local TTS speaks them, and Vidu cloud renders the face and motions. Aimed at streamers who want to build their own virtual host that reacts to chat and gifts. - Magnitude: 5.2 out of 10 — Early signal - Stars: 129 total · +5 stars measured 2026-10-26, 08:30–10:47 UTC, ≈ 33 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Python · License: AGPL-3.0 · Created: 2026-10-24 · Last push: 2026-10-24 - GitHub: https://github.com/cyber-xiaoya/cyber-xiaoya-live · Homepage: https://www.19980303.xyz/ · Page: https://gitnova.dev/en/r/cyber-xiaoya/cyber-xiaoya-live ## Useful for - Build a virtual host for a Douyin or Bilibili stream that reacts to gifts - Hook up a danmaku collector and turn viewer messages into actions and lines for the digital character - Run local TTS and LLM while leaving only rendering to the cloud to cut streaming costs ## Why it’s here - Star-counter measurements on 2026-10-26 (UTC), 08:30–10:47: 124 → 129 stars (+5). This is the change over that interval. - Estimated end-of-day forecast: about +33 stars, using observed gains and the previous day. - The repository is 2 days old and already has 129 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #179. - About 98 forks a day — people are taking the code. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 91 - Issues and pull requests: 0 - Watchers: 2 - Average over the last week: 48 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 1 - Latest release: v1.0.0 (2026-10-24) ## Stars per day, last 3 days (oldest → newest, today is partial) 2026-10-24 … 2026-10-26: 26, 86, 5 ## Spotted in now - Top new repositories this week: #179 ## More in this category 1. **AgriciDaniel/claude-seo** — 8.8 · Breakout · AI agents · Python · +839 stars measured 2026-10-26, 00:11–10:47 UTC, ≈ 1,643 by evening SEO analysis plugin for Claude Code: 26 sub-skills and 19 agents run in parallel across technical SEO, E-E-A-T, Schema.org, GEO/AEO, local and international SEO, producing a prioritized action plan. Full card: https://gitnova.dev/en/r/AgriciDaniel/claude-seo.md 2. **makecindy/cindy** — 8.4 · Breakout · AI agents · TypeScript · +782 stars measured 2026-10-26, 00:11–10:47 UTC, ≈ 1,506 by evening Cindy is an open-source AI agent that combines multiple harnesses (Claude Code, Codex), models and tools into one agent working locally with your real files and apps. This repo is the client: Electron desktop and Expo/React Native mobile… Full card: https://gitnova.dev/en/r/makecindy/cindy.md 3. **TauricResearch/TradingAgents** — 7.8 · Breakout · AI agents · Python · +611 stars measured 2026-10-26, 00:12–10:47 UTC, ≈ 1,290 by evening A framework that simulates a trading firm with LLM agents (analysts, researchers, trader, risk manager) debating markets and producing trading decisions. Built for research, not real trading. Full card: https://gitnova.dev/en/r/TauricResearch/TradingAgents.md 4. **morganlinton/BeautifulRust** — 7.7 · Early signal · AI agents · Python · +265 stars measured 2026-10-26, 00:11–10:47 UTC, ≈ 578 by evening A Claude Code plugin with a rust-best-practices skill that teaches Claude to write idiomatic, robust Rust. The skill loads automatically whenever a task involves Rust, cargo, crates, the borrow checker, clippy, or .rs files. Full card: https://gitnova.dev/en/r/morganlinton/BeautifulRust.md 5. **HKUDS/DeepTutor** — 7.4 · Breakout · AI agents · Python · +490 stars measured 2026-10-26, 00:13–10:47 UTC, ≈ 850 by evening A lifelong personalized AI tutor with long-term memory: builds learning paths, reads documents and books, and runs practice and assessments via a multi-agent system and RAG. Full card: https://gitnova.dev/en/r/HKUDS/DeepTutor.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-26 11:01 UTC, updated every 30 minutes.