# myshell-ai/AIlice

AIlice is a fully autonomous, general-purpose AI agent.

Repository: https://github.com/myshell-ai/AIlice
Canonical: https://ross.abutalabs.com/products/ailice
Language: Python
License: MIT
License Family: permissive
Topics: agent, ai, llm, llm-agent
Last push: 2025-08-18T03:24:03+00:00

## Health v2 (maintenance only)
Score: 34/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 37, release rhythm 8, longevity 75
- inputs: {"age_days": 1053, "days_push": 380, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1412, forks 205 (observed 2026-08-28T04:04:39.083009+00:00)

## What it is
AIlice is a fully autonomous, general-purpose AI agent built on open-source LLMs, designed as a JARVIS-like standalone assistant. It uses an Interactive Agents Call Tree (IACT) architecture to decompose complex tasks into dynamically constructed sub-agents, supporting coding, research, system management, and MCP tool integration.

## Use cases
- run a local jarvis-like ai assistant
- automate thematic research and literature reviews with an llm agent
- have an ai agent write and execute code
- manage system administration tasks via conversational agent
- connect an autonomous agent to mcp tools
- run complex multi-step tasks with open-source llms locally

## When to choose
- you want a self-directed general-purpose agent rather than a simple chatbot
- you prefer running open-source LLMs locally
- you need task decomposition across dynamically spawned sub-agents
- you want MCP tool integration in an agent

## When to avoid
- you need a lightweight single-prompt chatbot
- you require production-grade enterprise agent orchestration with SLAs
- you cannot run or pay for capable LLM backends

## Facets
- artifact type: application
- maturity: active
- function: agent-framework, llm-inference, chatbot, mcp
- domain: artificial-intelligence, large-language-models
- platform: python, cross-platform, cli
- tags: autonomous-agent, jarvis-assistant, voice-dialogue, iact-architecture, open-source-llm, ai-agents, automation

## Member repositories
- myshell-ai/AIlice (main) score 34

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:39.083009+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:38:21.217701+00:00, confidence not recorded.
  - readme: https://github.com/myshell-ai/AIlice (fetched 2026-08-28T04:04:39.083009+00:00, sha 63ee9d48a5bc)
- Data as of 2026-08-30T08:39:29.467469+00:00.