Ross ROSS = Recommend OSS · open-source software intelligence for agents

Roy3838/Observer

None observed · 2026-08-28

github.com/Roy3838/Observer · TypeScript · AGPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

87/100

  • Activity 99
  • Release rhythm 98
  • Longevity 41
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 9
  • age_days: 574
  • days_rel: 13
  • days_push: 8
  • n_releases_24m: 38

Full methodology

Adoption not part of the score

1601 stars · 139 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Observer AI is a desktop application for building micro-agents that observe screen, camera, microphone, and audio inputs, process them with local LLMs, and react via tools like messaging, notifications, and code execution. It emphasizes 100% local, private processing of multimodal sensor data.

Use cases

  • monitor my screen with a local ai agent and get notified
  • build an agent that watches my camera and sends a discord message
  • run llm agents locally on screen and audio input
  • automate alerts when something appears on my screen
  • private ai assistant that observes and reacts
  • log and react to microphone audio with a local model

When to choose

  • you want privacy-first, fully local multimodal agents on your desktop
  • you need agents that react to screen, camera, or audio events
  • you want simple sensor-to-LLM-to-tool pipelines with messaging integrations

When to avoid

  • you need cloud-scale or server-side agent deployment
  • you want agents that only process text without multimodal sensors
  • you need a mature enterprise agent orchestration platform

Facets

application · maturity active

agent-framework llm-inference speech-recognition computer-vision chatbot workflow-automation artificial-intelligence privacy self-hosted cross-platform local-llm screen-monitoring micro-agents sensors multimodal desktop-agents ai-agents automation desktop web-server

1 source

Member repositories

RepositoryRoleHealth v2
Roy3838/Observermain87

For agents

markdown · JSON · MCP: product_card(name="Roy3838/Observer")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem