The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills. https://multica.ai
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Naiyuan Qing 7b885673da docs(skills): update whisper skill with correct transcription priority
Clarify that local whisper is the primary provider (free, offline),
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Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-09 18:28:03 +08:00
.github/workflows chore(ci): add GitHub Actions workflow (#28) 2026-01-30 13:51:05 +08:00
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docs docs(channels): update README with route queue pattern and ack lifecycle 2026-02-09 18:27:06 +08:00
packages docs(channels): update README with route queue pattern and ack lifecycle 2026-02-09 18:27:06 +08:00
scripts chore(cli): update package.json and build script for unified CLI 2026-02-01 23:09:54 +08:00
skills docs(skills): update whisper skill with correct transcription priority 2026-02-09 18:28:03 +08:00
src docs(skills): update whisper skill with correct transcription priority 2026-02-09 18:28:03 +08:00
~/.super-multica Merge remote-tracking branch 'origin/main' into feat/telegram-channel 2026-02-09 13:44:08 +08:00
.dockerignore Add Docker support for Gateway and SDK documentation 2026-01-28 17:56:22 +08:00
.gitignore feat(cli): add binary build support for interactive CLI 2026-01-30 15:22:53 +08:00
AGENTS.md docs: add AGENTS.md for OpenAI Codex compatibility 2026-02-01 18:55:26 +08:00
CLAUDE.md refactor(cli): make desktop app the default dev target 2026-02-05 03:14:44 +08:00
package.json Merge remote-tracking branch 'origin/main' into feat/telegram-channel 2026-02-09 13:44:08 +08:00
pnpm-lock.yaml Merge remote-tracking branch 'origin/main' into feat/telegram-channel 2026-02-09 13:44:08 +08:00
pnpm-workspace.yaml feat(store): add shared Zustand store package with counter example 2026-01-30 11:34:09 +08:00
README.md docs(readme): add time awareness flow section 2026-02-09 14:05:22 +08:00
tsconfig.json Implement WebSocket Gateway with NestJS and client SDK 2026-01-28 16:46:51 +08:00
turbo.json chore(turbo): add src as global dependency for cache invalidation 2026-02-05 16:16:33 +08:00
vitest.config.ts chore: set up Vitest testing framework 2026-01-30 13:54:34 +08:00

Super Multica

A multi-component architecture for distributed agent systems.

Project Structure

src/
├── agent/              # Core agent module
│   ├── context-window/ # Token-aware context management
│   ├── profile/        # Agent profile management
│   ├── session/        # Session persistence with compaction
│   ├── skills/         # Modular skill system
│   └── tools/          # Agent tools
│       └── web/        # Web fetch and search tools
├── gateway/            # WebSocket gateway for remote access
├── hub/                # Agent coordination hub
└── shared/             # Shared types

apps/
├── desktop/            # Electron desktop app (recommended)
└── web/                # Next.js web application

packages/
├── sdk/                # Gateway client SDK
├── store/              # Zustand state management
└── ui/                 # Shared UI components

skills/                 # Bundled skills (commit, code-review)

Getting Started

pnpm install

Development

# Desktop app (recommended for local development)
pnpm dev

# Gateway + Web app (for remote/mobile clients)
pnpm dev:gateway     # Start Gateway on :3000
pnpm dev:web         # Start Web app on :3001
pnpm dev:all         # Start both Gateway and Web app

The Desktop app runs a standalone Hub with embedded Agent Engine - no Gateway required for local use.

Credentials

multica credentials init

Creates:

  • ~/.super-multica/credentials.json5 — LLM providers + tools
  • ~/.super-multica/skills.env.json5 — skill/plugin API keys

Example credentials.json5:

{
  version: 1,
  llm: {
    provider: "openai",
    providers: {
      openai: { apiKey: "sk-xxx", model: "gpt-4o" }
    }
  },
  tools: {
    brave: { apiKey: "brv-..." }
  }
}

LLM Providers

OAuth Providers (external CLI login):

  • claude-code — requires claude login
  • openai-codex — requires codex login

API Key Providers (configure in credentials.json5):

  • anthropic, openai, kimi-coding, google, groq, mistral, xai, openrouter

Check status: /provider in interactive mode

CLI

multica                              # Interactive mode
multica run "prompt"                 # Single prompt
multica chat --profile my-agent      # Use profile
multica --session abc123             # Continue session
multica session list                 # List sessions
multica profile list                 # List profiles
multica skills list                  # List skills
multica help                         # Show help

Short alias: mu

Sessions

Sessions persist to ~/.super-multica/sessions/<id>/ with JSONL message history and JSON metadata. Context windows are automatically managed with token-aware compaction.

Profiles

Profiles define agent identity, personality, and memory in ~/.super-multica/agent-profiles/<id>/.

multica profile new my-agent    # Create profile
multica profile list            # List all
multica profile edit my-agent   # Open in file manager

Profile files: soul.md, user.md, workspace.md, memory.md, memory/*.md

Skills

Skills extend agent functionality via SKILL.md files. See Skills Documentation.

multica skills list              # List skills
multica skills add owner/repo    # Install from GitHub
multica skills status            # Check status

Built-in: commit, code-review, skill-creator

Tools

Available tools: read, write, edit, glob, exec, process, web_fetch, web_search, memory_search, sessions_spawn

See Tools Documentation for details.

Architecture

Desktop App (standalone, recommended)
  └─ Hub (embedded)
     └─ Agent Engine

Web/Mobile Clients
  → Gateway (WebSocket, :3000)
    → Hub
      → Agent Engine
  • Desktop App: Electron app with embedded Hub, no Gateway needed
  • Gateway: WebSocket server for remote clients
  • Hub: Agent lifecycle and event distribution

Time

Super Multica now uses message-level timestamp injection for time awareness. Instead of placing dynamic time text in the system prompt, user turns are stamped at runtime.

flowchart TD
  A[Incoming turn] --> B{Entry point}
  B -->|Desktop/Gateway/Cron/Subagent| C[AsyncAgent.write]
  B -->|Heartbeat poll| D[AsyncAgent.write injectTimestamp=false]
  C --> E{Already stamped or has 'Current time:'?}
  E -->|Yes| F[Keep original message]
  E -->|No| G[Prefix: [DOW YYYY-MM-DD HH:mm TZ]]
  D --> H[Keep original heartbeat prompt]
  F --> I[Agent.run]
  G --> I
  H --> I
  I --> J[LLM receives final turn text]

Injection Matrix

Path Runtime call Timestamp injected? Notes
Desktop direct chat agent.write(content) Yes Default behavior
Gateway/remote chat agent.write(content) Yes Same entry path as desktop
sessions_spawn child task childAgent.write(task) Yes Child turn gets current time context
Cron agent-turn payload agent.write(cronMessage) Yes (guarded) Skips if message already carries Current time:
Heartbeat runner agent.write(prompt, { injectTimestamp: false }) No Prevents heartbeat prompt matching from breaking
Internal orchestration writeInternal(...) No Uses separate internal run path

Why this design

  • Keeps system prompt cache-stable (no per-turn date churn in system prompt text)
  • Gives the model an explicit "now" reference on each user turn
  • Uses guardrails to avoid double-stamping and heartbeat regressions

Scripts

pnpm dev              # Desktop app (recommended)
pnpm dev:gateway      # Gateway only
pnpm dev:web          # Web app only
pnpm dev:all          # Gateway + Web

pnpm build            # Production build
pnpm typecheck        # Type check
pnpm test             # Run tests