openakita 1.27.2

全能自进化AI Agent - 基于Ralph Wiggum模式，永不放弃

OpenAkita

Open-Source Multi-Agent AI Assistant — Not Just Chat, an AI Team That Gets Things Done

Multi-Agent Collaboration · 30+ LLMs · 6 IM Platforms · 89+ Tools · Desktop / Web / Mobile

Quick-Start • Capabilities • 5-Min Setup • Multi-Platform • Multi-Agent • Docs

English | 中文

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What is OpenAkita?

Other AIs just chat. OpenAkita gets things done.

OpenAkita is an open-source, all-in-one AI assistant — multiple AI Agents work together, search the web, operate your computer, manage files, run scheduled tasks, and respond instantly across Telegram / Slack / DingTalk / Feishu / QQ. It remembers your preferences, teaches itself new skills, and never gives up on a task.

Fully GUI-based setup. Ready in 5 minutes. Zero command line required.

Download: GitHub Releases — Windows / macOS / Linux

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Quick-Start Guide

🚀 For First-Time Users (3 Minutes)

No installation required — download the desktop app and start chatting:

1. Download the installer from GitHub Releases
2. Install and follow the onboarding wizard
3. Enter your API Key (get one from Anthropic or DeepSeek)
4. Try your first task: Type "Create a calculator" and watch it work

💻 For Developers (5 Minutes)

# Install
pip install openakita[all]

# Quick setup (interactive wizard)
openakita init

# Run your first task
openakita run "Build a weather scraper"

✨ What You Can Do Right Away

Category	Examples
💬 Chat	Text + images + files, voice messages, stickers
🤖 Multi-Agent	"Create a competitive analysis" → research + analysis + writing agents work together
🌐 Web	Search news, scrape websites, automate browser tasks
📁 Files	Read/write/edit files, batch rename, search content
🖥️ Desktop	Click buttons, type text, take screenshots, automate apps
⏰ Scheduled	"Remind me every Monday at 9am" — cron-based reminders

➡️ Next Steps

• Configure LLM: Add multiple providers for automatic failover
• Set up IM channels: Connect Telegram/Feishu/DingTalk for instant access
• Explore skills: Install from marketplace or create your own
• Join community: Discord | WeChat Group

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Core Capabilities

🤝 Multi-Agent Collaboration Multiple AI agents with specialized skills work in parallel. Say one thing — a coding Agent writes code, a writing Agent drafts docs, a testing Agent verifies — all at the same time. 📋 Plan Mode Complex tasks auto-decomposed into step-by-step plans with real-time progress tracking and automatic rollback on failure. 🧠 ReAct Reasoning Engine Think → Act → Observe. Explicit three-phase reasoning with checkpoint/rollback. Fails? Tries a different strategy. 🔧 89+ Tools — Actually Does Things Web search · Desktop automation · File management · Browser automation · Scheduled tasks · MCP extensions …

🚀 5-Min Setup — Zero Command Line Download → Install → Follow the wizard → Enter API Key → Start chatting. Fully GUI-based, no terminal needed. 🌐 30+ LLM Providers DeepSeek / Qwen / Kimi / Claude / GPT / Gemini … One goes down, the next picks up automatically. 💬 6 IM Platforms Telegram / Feishu / WeCom / DingTalk / QQ / OneBot — use AI right inside your daily chat tools. 💾 Long-Term Memory Three-layer memory system + AI extraction. Remembers your preferences, habits, and task history.

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Full Feature List

	Feature	Description
🤝	Multi-Agent	Specialized agents, parallel delegation, automatic handoff, failover, real-time visual dashboard
📋	Plan Mode	Auto task decomposition, per-step tracking, floating progress bar in UI
🧠	ReAct Reasoning	Explicit 3-phase loop, checkpoint/rollback, loop detection, strategy switching
🚀	Zero-Barrier Setup	Full GUI config, onboarding wizard, 5 minutes from install to chat, zero CLI
🔧	89+ Built-in Tools	16 categories: Shell / Files / Browser / Desktop / Search / Scheduler / MCP …
🛒	Skill Marketplace	Search & one-click install, GitHub direct install, AI-generated skills on the fly
🌐	30+ LLM Providers	Anthropic / OpenAI / DeepSeek / Qwen / Kimi / MiniMax / Gemini … smart failover
💬	6 IM Platforms	Telegram / Feishu / WeCom / DingTalk / QQ / OneBot, voice recognition, smart group chat
💾	3-Layer Memory	Working + Core + Dynamic retrieval, 7 memory types, AI-driven extraction & review
🎭	8 Personas	Default / Tech Expert / Boyfriend / Girlfriend / Jarvis / Butler / Business / Family
🤖	Proactive Engine	Greetings, task follow-ups, idle chat, goodnight — adapts frequency to your feedback
🧬	Self-Evolution	Daily self-check & repair, failure root cause analysis, auto skill generation
🔍	Deep Thinking	Controllable thinking mode, real-time chain-of-thought display, IM streaming
🛡️	Runtime Supervision	Tool thrashing detection, resource budgets, policy engine, deterministic validators
🔒	Safety & Governance	POLICIES.yaml, dangerous ops require confirmation, local data storage
🖥️	Multi-Platform	Desktop (Win/Mac/Linux) · Web (PC & mobile browser) · Mobile App (Android/iOS), 11 panels, dark theme
📊	Observability	12 trace span types, full-chain token statistics panel
😄	Stickers	5700+ stickers, mood-aware, persona-matched

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5-Minute Setup

Option 1: Desktop App (Recommended)

Fully GUI-based, no command line — this is what sets OpenAkita apart from other open-source AI assistants:

Step	What You Do	Time
1	Download installer, double-click to install	1 min
2	Follow the onboarding wizard, enter API Key	2 min
3	Start chatting	Now

• No Python installation, no git clone, no config file editing
• Isolated runtime — won't mess with your existing system
• Chinese users get automatic mirror switching
• Models, IM channels, skills, schedules — all configured in the GUI

Download: GitHub Releases — Windows (.exe) / macOS (.dmg) / Linux (.deb)

Option 2: pip Install

pip install openakita[all]    # Install with all optional features
openakita init                # Run setup wizard
openakita                     # Launch interactive CLI

Option 3: Source Install

git clone https://github.com/openakita/openakita.git
cd openakita
python -m venv venv && source venv/bin/activate
pip install -e ".[all]"
openakita init

Commands

openakita                              # Interactive chat
openakita run "Build a calculator"     # Execute a single task
openakita serve                        # Service mode (IM channels)
openakita serve --dev                  # Dev mode with hot reload
openakita daemon start                 # Background daemon
openakita status                       # Check status

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Multi-Platform Access

OpenAkita supports Desktop, Web, and Mobile — use it anywhere, on any device:

Platform	Details
🖥️ Desktop App	Windows / macOS / Linux — native app built with Tauri 2.x
🌐 Web Access	PC & mobile browser — enable remote access, open in any browser
📱 Mobile App	Android (APK) / iOS (TestFlight) — native wrapper via Capacitor

Desktop App

Cross-platform desktop app built with Tauri 2.x + React + TypeScript:

Panel	Function
Chat	AI chat, streaming output, Thinking display, drag & drop upload, image lightbox
Agent Dashboard	Neural network visualization, real-time multi-Agent status tracking
Agent Manager	Create, manage, and configure multiple Agents
IM Channels	One-stop setup for all 6 platforms
Skills	Marketplace search, install, enable/disable
MCP	MCP server management
Memory	Memory management + LLM-powered review
Scheduler	Scheduled task management
Token Stats	Token usage statistics
Config	LLM endpoints, system settings, advanced options
Feedback	Bug reports + feature requests

Dark/light theme · Onboarding wizard · Auto-update · Bilingual (EN/CN) · Start on boot

Mobile App

_{▶ Click to watch the Mobile App demo on Bilibili}

• Connect your phone to the desktop backend over local network
• Full-featured: chat, multi-Agent collaboration, memory, skills, MCP — all on mobile
• Supports real-time streaming and Thinking chain display
• Preview mode available without connecting to a server

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Multi-Agent Collaboration

_{▶ Click to watch the Multi-Agent collaboration demo on Bilibili}

OpenAkita has a built-in multi-Agent orchestration system — not just one AI, but an AI team:

You: "Create a competitive analysis report"
    │
    ▼
┌──────────────────────────────────────┐
│      AgentOrchestrator (Director)     │
│   Decomposes task → Assigns to Agents │
└───┬────────────┬──────────────┬──────┘
    ▼            ▼              ▼
 Search Agent  Analysis Agent  Writing Agent
 (web research) (data crunching) (report drafting)
    │            │              │
    └────────────┴──────────────┘
                 ▼
         Results merged, delivered to you

• Specialization: Different Agents for different domains, auto-matched to tasks
• Parallel Processing: Multiple Agents work simultaneously
• Auto Handoff: If one Agent gets stuck, it hands off to a better-suited one
• Failover: Agent failure triggers automatic switch to backup
• Depth Control: Max 5 delegation levels to prevent runaway recursion
• Visual Tracking: Agent Dashboard shows real-time status of every Agent

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30+ LLM Providers

No vendor lock-in. Mix and match freely:

Category	Providers
Local	Ollama · LM Studio
International	Anthropic · OpenAI · Google Gemini · xAI (Grok) · Mistral · OpenRouter · NVIDIA NIM · Groq · Together AI · Fireworks · Cohere
China	Alibaba DashScope · Kimi (Moonshot) · MiniMax · DeepSeek · SiliconFlow · Volcengine · Zhipu AI · Baidu Qianfan · Tencent Hunyuan · Yunwu · Meituan LongCat · iFlow

7 capability dimensions: Text · Vision · Video · Tool use · Thinking · Audio · PDF

Smart failover: One model goes down, the next picks up seamlessly.

Recommended Models

Model	Provider	Notes
claude-sonnet-4-5-*	Anthropic	Default, balanced
claude-opus-4-5-*	Anthropic	Most capable
qwen3-max	Alibaba	Strong Chinese support
deepseek-v3	DeepSeek	Cost-effective
kimi-k2.5	Moonshot	Long-context
minimax-m2.1	MiniMax	Great for dialogue

For complex reasoning, enable Thinking mode — add -thinking suffix to the model name.

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6 IM Platforms

Talk to your AI right inside the chat tools you already use:

Platform	Connection	Highlights
Telegram	Webhook / Long Polling	Pairing verification, Markdown, proxy support
Feishu	WebSocket / Webhook	Card messages, event subscriptions
WeCom	Smart Robot callback	Streaming replies, proactive push
DingTalk	Stream WebSocket	No public IP needed
QQ Official	WebSocket / Webhook	Groups, DMs, channels
OneBot	WebSocket	Compatible with NapCat / Lagrange / go-cqhttp

• 📷 Vision: Send screenshots/photos — AI understands them
• 🎤 Voice: Send voice messages — auto-transcribed and processed
• 📎 File Delivery: AI-generated files pushed directly to chat
• 👥 Group Chat: Replies when @mentioned, stays quiet otherwise
• 💭 Chain-of-Thought: Real-time reasoning process streamed to IM

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Memory System

Not just a "context window" — true long-term memory:

• Three layers: Working memory (current task) + Core memory (user profile) + Dynamic retrieval (past experience)
• 7 memory types: Fact / Preference / Skill / Error / Rule / Persona trait / Experience
• AI-driven extraction: Automatically distills valuable information after each conversation
• Multi-path recall: Semantic + full-text + temporal + attachment search
• Gets smarter over time: Preferences you mentioned two months ago? Still remembered.

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Self-Evolution

OpenAkita keeps getting stronger:

Daily 04:00   →  Self-check: analyze error logs → AI diagnosis → auto-fix → push report
After failure →  Root cause analysis (context loss / tool limitation / loop / budget) → suggestions
Missing skill →  Auto-search GitHub for skills, or AI generates one on the spot
Missing dep   →  Auto pip install, auto mirror switching for China
Every chat    →  Extract preferences and experience → long-term memory

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Safety & Governance

• Policy Engine: POLICIES.yaml for tool permissions, shell command blocklist, path restrictions
• Confirmation: Dangerous operations (file deletion, system commands) require user approval
• Resource Budgets: Token / cost / duration / iteration / tool call limits per task
• Runtime Supervision: Auto-detection of tool thrashing, reasoning loops, token anomalies
• Local Data: Memory, config, and chat history stored on your machine only
• Open Source: Apache 2.0, fully transparent codebase

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Architecture

Desktop App (Tauri + React)
    │
Identity ─── SOUL.md · AGENT.md · POLICIES.yaml · 8 Persona Presets
    │
Core     ─── ReasoningEngine(ReAct) · Brain(LLM) · ContextManager
    │        PromptAssembler · RuntimeSupervisor · ResourceBudget
    │
Agents   ─── AgentOrchestrator(Coordination) · AgentInstancePool(Pooling)
    │        AgentFactory · FallbackResolver(Failover)
    │
Memory   ─── UnifiedStore(SQLite+Vector) · RetrievalEngine(Multi-path)
    │        MemoryExtractor · MemoryConsolidator
    │
Tools    ─── Shell · File · Browser · Desktop · Web · MCP · Skills
    │        Plan · Scheduler · Sticker · Persona · Agent Delegation
    │
Evolution ── SelfCheck · FailureAnalyzer · SkillGenerator · Installer
    │
Channels ─── CLI · Telegram · Feishu · WeCom · DingTalk · QQ · OneBot
    │
Tracing  ─── AgentTracer(12 SpanTypes) · DecisionTrace · TokenStats

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Documentation

Document	Content
Configuration Guide	Desktop Quick Setup & Full Setup walkthrough
⭐ LLM Provider Setup	API Key registration + endpoint config + Failover
⭐ IM Channel Setup	Telegram / Feishu / DingTalk / WeCom / QQ / OneBot tutorial
Quick Start	Installation and basics
Architecture	System design and components
Configuration	All config options
Deployment	Production deployment
MCP Integration	Connecting external services
Skill System	Creating and using skills

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Community

WeChat Official Follow for updates

WeChat (Personal) Note "OpenAkita" to join group

WeChat Group Scan to join (⚠️ refreshed weekly)

QQ Group: 854429727 Scan or search to join

Discord · X (Twitter) · Email

Issues · Discussions · Star

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Acknowledgments

• Anthropic Claude — Core LLM engine
• Tauri — Cross-platform desktop framework
• ChineseBQB — 5700+ stickers that give AI a soul
• browser-use — AI browser automation
• AGENTS.md / Agent Skills — Open standards

License

Apache License 2.0 — See LICENSE

Third-party licenses: THIRD_PARTY_NOTICES.md

Star History

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OpenAkita — Open-Source Multi-Agent AI Assistant That Gets Things Done