thwip

Universal Coding Agent Multiplexer

Detect all installed AI coding agents on your device, combine them in a unified terminal interface, and hot-swap models mid-conversation when hitting rate limits without losing context.

Features

  • Auto-Detection: Discovers installed AI coding agents (Claude Code, Antigravity, Gemini CLI, OpenAI/Codex, Aider, Copilot, Cursor, Windsurf, Cline, Ollama) and configured credentials.
  • Context Portability: Switch between Anthropic Claude, Google Gemini, OpenAI Codex, or local Ollama mid-project. Conversation history and working files transfer directly.
  • Dynamic UI: Terminal interface adapts its status bar, capabilities, and theme based on the active provider.
  • Capability Disclaimers: Highlights when an agent lacks specific capabilities such as file editing or code execution.
  • Rate Limit Failover: Detects HTTP 429 errors or quota exhaustion and prompts instant switching to ready fallback models.
  • Tool Layer: Shared file editing, code execution (Python, Node, Shell), and Git integration across connected models.
  • Session Persistence: Save and resume sessions across projects with /session save and /session load.
  • Terminal Ergonomics: Autocompletion (Tab), keyboard shortcuts (Ctrl+S, Ctrl+T, Ctrl+H), and streaming markdown rendering.

Quickstart

1. Installation

Install in editable mode or via pip:

git clone https://github.com/thwip-cli/thwip.git
cd thwip
pip install -e .

2. Launching thwip

Start the interactive terminal in your current project directory:

thwip

Slash Commands and Shortcuts

Command Action
/switch [agent] [model] Switch active agent or model mid-conversation
/agents Show all detected coding agents, company status, and capabilities
/models [agent] List available models for current or target agent
/status Display current session, project, and token stats
/limits View token usage, quota, and spend metrics
/detect Re-scan system for newly installed coding agents
/session save [name] Save current chat session
/session load <name> Load a previously saved session
/session list List all saved sessions
/session clear Clear current conversation memory
/history View conversation history with model attribution badges
/cost Show estimated session and cumulative cost
/project [path] View or change project working directory
Ctrl + S Quick switch agent prompt
Ctrl + T Show agent status
Ctrl + H View history
/quit Exit thwip

Supported Companies and Agents

Company Agent Capabilities
Anthropic Claude Code (Sonnet, Opus, Haiku) Chat, File Edit, Code Run, Terminal, Git, Search
Google Antigravity / Gemini CLI (2.5 Pro, 2.5 Flash) Chat, File Edit, Code Run, Terminal, Browser, Search
OpenAI Codex / ChatGPT (GPT-4.1, o3, o4-mini) Chat, File Edit, Code Run, Terminal
DeepSeek DeepSeek V3 / R1 Reasoner Chat, File Edit, Code Run, Reasoning
Groq Llama 3.3 70B, Mixtral Chat, File Edit, Code Run
Ollama Local Models (Llama 3.3, Qwen Coder, DeepSeek R1) Chat, File Edit, Code Run (Local, Offline)
OpenRouter Multi-Company Models Gateway Routing

Configuration (~/.thwip/config.toml)

thwip auto-detects existing API keys from environment variables and existing agent configs (~/.claude.json, ~/.gemini/config.json). Configuration can also be set manually:

[defaults]
agent = "claude"
model = "claude-sonnet-4"
project = "."
theme = "dark"
stream = true
auto_save = true

[keys]
anthropic = "sk-ant-..."
google = "AIza..."
openai = "sk-..."
deepseek = "sk-..."
groq = "gsk_..."
openrouter = "sk-or-..."

[ollama]
host = "http://localhost:11434"

[fallback]
enabled = true
chain = [
    "claude/claude-sonnet-4",
    "google/gemini-2.5-pro",
    "openai/gpt-4.1",
    "deepseek/deepseek-chat",
    "ollama/llama3.3"
]

License

MIT License

Project links

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Avatar for tanmay_1021 from gravatar.com tanmay_1021

Credits

Author: Tanmay

GitHub Statistics

Data verified by PyPI on Aug 28, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.11

Provides Extra

all dev

Tags

ai cli coding-agent llm multiplexer

Classifiers

Report project as malware

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