{
  "schema_version": "1.0",
  "id": "archive:https://github.com/ruvnet/RuView",
  "slug": "ruview-1qid92o",
  "url": "https://feed7.dev/p/ruview-1qid92o",
  "title": "ruvnet/RuView",
  "why_included": "Trending open-source project that turns WiFi channel data into presence, breathing, and pose detection on $10–140 ESP32 hardware. Off the agent-builder path, but notably honest about its accuracy limits.",
  "summary": "**The gist** RuView reads WiFi **Channel State Information** from ESP32 sensors and infers presence through walls, breathing and heart rate, and **17-keypoint pose** — no cameras involved. Hardware runs **$10 to ~$140** depending on configuration; the stack is mostly **Rust**, MIT-licensed, running entirely on edge devices with Home Assistant and Matter integrations.",
  "practical_implication": "**Why it matters** Little here applies directly to coding-agent work, but the epistemics are worth copying: the README **retracted** an earlier 100%-presence figure measured on a single-class recording and now reports **82.3%** held-out accuracy, with per-feature limitations listed. If you publish evals or benchmarks, that's the standard to match.",
  "agent_context": "**The gist** RuView reads WiFi **Channel State Information** from ESP32 sensors and infers presence through walls, breathing and heart rate, and **17-keypoint pose** — no cameras involved. Hardware runs **$10 to ~$140** depending on configuration; the stack is mostly **Rust**, MIT-licensed, running entirely on edge devices with Home Assistant and Matter integrations.\n\n**Why it matters** Little here applies directly to coding-agent work, but the epistemics are worth copying: the README **retracted** an earlier 100%-presence figure measured on a single-class recording and now reports **82.3%** held-out accuracy, with per-feature limitations listed. If you publish evals or benchmarks, that's the standard to match.\n\n**Watch out** Everything interesting requires **CSI-capable hardware** — plain consumer WiFi yields only coarse signal-strength presence. It's labeled **beta**, camera-free pose accuracy is admitted to be limited, and sensing people through walls raises consent questions an MIT license doesn't answer.",
  "source": {
    "name": "GitHub",
    "url": "https://github.com/ruvnet/RuView",
    "published_at": null
  },
  "source_class": "tool",
  "content_type": "GitHub Repo",
  "layer": "industry",
  "domains": [],
  "topics": [],
  "verification": {
    "status": "needs_review",
    "label": "Needs Review",
    "method": "unverified",
    "verified_at": null
  },
  "uncertainty": [
    "Everything interesting requires **CSI-capable hardware** — plain consumer WiFi yields only coarse signal-strength presence. It's labeled **beta**, camera-free pose accuracy is admitted to be limited, and sensing people through walls raises consent questions an MIT license doesn't answer."
  ],
  "lifecycle": "Current",
  "published_at": null,
  "modified_at": null,
  "supersedes": [],
  "expires_at": null,
  "formats": {
    "html": "https://feed7.dev/p/ruview-1qid92o",
    "json": "https://feed7.dev/p/ruview-1qid92o.json",
    "markdown": "https://feed7.dev/p/ruview-1qid92o.md"
  }
}