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

Fullive-AI/Anima

Make Every Hardware Intelligent — an open-source Agent OS for hardware intelligence observed · 2026-08-28

github.com/Fullive-AI/Anima · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

58/100

  • Activity 98
  • Release rhythm 35
  • Longevity 6

Flags: no_releases young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 93
  • days_rel: n/a
  • days_push: 13
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1056 stars · 41 forks observed · 2026-08-28

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

Anima is an open-source Agent OS that gives home hardware perceptive, decision-making, and learning AI capabilities by connecting devices to a local intelligence runtime. It discovers and controls devices (currently Mi Home/MIoT), maintains long-term memory, and uses an LLM brain with per-device skills to plan actions, exposed via a dashboard, REST API, and CLI.

Use cases

  • control mi home devices with ai
  • build an ai agent for smart home hardware
  • make my lights and ac respond automatically to context
  • self-hosted llm home automation runtime
  • teach smart devices my habits and preferences
  • run an agent os on my local network for iot devices

When to choose

  • you use Xiaomi/Mi Home (MIoT) devices and want LLM-driven automation
  • you want a self-hosted, extensible agent runtime with memory and skills for hardware
  • you need a dashboard, REST API, and CLI to observe and extend device intelligence

When to avoid

  • you need broad protocol support beyond Mi Home today
  • you want a simple non-AI device control panel or existing hub like Home Assistant
  • you cannot run an LLM backend or local network service

Facets

framework · maturity active

agent-framework llm-inference workflow-automation iot api-framework developer-tools iot large-language-models python self-hosted smart-home miot xiaomi agent-os llm-brain device-control home-automation skills memory-system fastapi langgraph ai-agents automation linux docker web-server

1 source

Member repositories

RepositoryRoleHealth v2
Fullive-AI/Animamain58

For agents

markdown · JSON · MCP: product_card(name="Fullive-AI/Anima")

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