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Real-time multi-AI collaboration: Claude, Codex & Gemini with persistent context, minimal token overhead

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Claude Code Bridge (ccb) v5.0.6

New Multi-Model Collaboration Tool via Split-Pane Terminal Claude & Codex & Gemini & OpenCode & Droid Ultra-low token real-time communication, unleashing full CLI power

Every Interaction Visible Every Model Controllable

Version License: MIT Python 3.10+ CI Platform

English | Chinese

Showcase

Demo animations Any-terminal collaboration demo VS Code integration demo

Introduction: Multi-model collaboration effectively avoids model bias, cognitive blind spots, and context limitations. However, MCP, Skills and other direct API approaches have many limitations. This project offers a new WYSIWYG solution.

⚡ Why ccb?

Feature Benefit
🖥️ Visual & Controllable Multiple AI models in split-pane CLI. See everything, control everything.
🧠 Persistent Context Each AI maintains its own memory. Close and resume anytime (-r flag).
📉 Token Savings Sends lightweight prompts instead of full file history.
🪟 Native Workflow Integrates directly into WezTerm (recommended) or tmux. No complex servers required.

🚀 What's New

v5.0.6 - Zombie session cleanup + mounted skill optimization
  • Zombie Cleanup: ccb kill -f now cleans up orphaned tmux sessions globally (sessions whose parent process has exited)
  • Mounted Skill: Optimized to use pgrep for daemon detection (~4x faster), extracted to standalone ccb-mounted script
  • Droid Skills: Added full skill set (cask/gask/lask/oask + ping/pend variants) to droid_skills/
  • Install: Added install_droid_skills() to install Droid skills to ~/.droid/skills/
v5.0.5 - Droid delegation tools + setup
  • Droid: Adds delegation tools (ccb_ask_* plus cask/gask/lask/oask aliases).
  • Setup: New ccb droid setup-delegation command for MCP registration.
  • Installer: Auto-registers Droid delegation when droid is detected (opt-out via env).
Details & usage

Usage:

/all-plan <requirement>

Example:

/all-plan Design a caching layer for the API with Redis

Highlights:

  • Socratic Ladder + Superpowers Lenses + Anti-pattern analysis.
  • Availability-gated dispatch (use only mounted CLIs).
  • Two-round reviewer refinement with merged design.
v5.0.0 - Any AI as primary driver
  • Claude Independence: No need to start Claude first; Codex can act as the primary CLI.
  • Unified Control: Single entry point controls Claude/OpenCode/Gemini.
  • Simplified Launch: Dropped ccb up; use ccb ... or the default ccb.config.
  • Flexible Mounting: More flexible pane mounting and session binding.
  • Default Config: Auto-create ccb.config when missing.
  • Daemon Autostart: caskd/laskd auto-start in WezTerm/tmux when needed.
  • Session Robustness: PID liveness checks prevent stale sessions.
v4.0 - tmux-first refactor
  • Full Refactor: Cleaner structure, better stability, and easier extension.
  • Terminal Backend Abstraction: Unified terminal layer (TmuxBackend / WeztermBackend) with auto-detection and WSL path handling.
  • Perfect tmux Experience: Stable layouts + pane titles/borders + session-scoped theming.
  • Works in Any Terminal: If your terminal can run tmux, CCB can provide the full multi-model split experience (except native Windows; WezTerm recommended; otherwise just use tmux).
v3.0 - Smart daemons
  • True Parallelism: Submit multiple tasks to Codex, Gemini, or OpenCode simultaneously.
  • Cross-AI Orchestration: Claude and Codex can now drive OpenCode agents together.
  • Bulletproof Stability: Daemons auto-start on first request and stop after idle.
  • Chained Execution: Codex can delegate to OpenCode for multi-step workflows.
  • Smart Interruption: Gemini tasks handle interruption safely.
Details

Parallel Stability Interruption

✨ Key Features

  • 🔄 True Parallelism: Submit multiple tasks to Codex, Gemini, or OpenCode simultaneously. The new daemons (caskd, gaskd, oaskd) automatically queue and execute them serially, ensuring no context pollution.
  • 🤝 Cross-AI Orchestration: Claude and Codex can now simultaneously drive OpenCode agents. All requests are arbitrated by the unified daemon layer.
  • 🛡️ Bulletproof Stability: Daemons are self-managing—they start automatically on the first request and shut down after 60s of idleness to save resources.
  • ⚡ Chained Execution: Advanced workflows supported! Codex can autonomously call oask to delegate sub-tasks to OpenCode models.
  • 🛑 Smart Interruption: Gemini tasks now support intelligent interruption detection, automatically handling stops and ensuring workflow continuity.

🧩 Feature Support Matrix

Feature caskd (Codex) gaskd (Gemini) oaskd (OpenCode)
Parallel Queue
Interruption Awareness -
Response Isolation
📊 View Real-world Stress Test Results

Scenario 1: Claude & Codex Concurrent Access to OpenCode Both agents firing requests simultaneously, perfectly coordinated by the daemon.

Source Task Result Status
🤖 Claude CLAUDE-A CLAUDE-A 🟢
🤖 Claude CLAUDE-B CLAUDE-B 🟢
💻 Codex CODEX-A CODEX-A 🟢
💻 Codex CODEX-B CODEX-B 🟢

Scenario 2: Recursive/Chained Calls Codex autonomously driving OpenCode for a 5-step workflow.

Request Exit Code Response
ONE 0 CODEX-ONE
TWO 0 CODEX-TWO
THREE 0 CODEX-THREE
FOUR 0 CODEX-FOUR
FIVE 0 CODEX-FIVE

🧠 Introducing CCA (Claude Code Autoflow)

Unlock the full potential of ccb with CCA — an advanced workflow automation system built on top of this bridge.

  • Workflow Automation: Intelligent task assignment and automated state management.
  • Seamless Integration: Native support for the v3.0 daemon architecture.

👉 View Project on GitHub

Install via CCB:

ccb update cca

🚀 Quick Start

Step 1: Install WezTerm (native .exe for Windows)

Step 2: Choose installer based on your environment:

Linux
git clone https://github.com/bfly123/claude_code_bridge.git
cd claude_code_bridge
./install.sh install
macOS
git clone https://github.com/bfly123/claude_code_bridge.git
cd claude_code_bridge
./install.sh install

Note: If commands not found after install, see macOS Troubleshooting.

WSL (Windows Subsystem for Linux)

Use this if your Claude/Codex/Gemini runs in WSL.

⚠️ WARNING: Do NOT install or run ccb as root/administrator. Switch to a normal user first (su - username or create one with adduser).

# Run inside WSL terminal (as normal user, NOT root)
git clone https://github.com/bfly123/claude_code_bridge.git
cd claude_code_bridge
./install.sh install
Windows Native

Use this if your Claude/Codex/Gemini runs natively on Windows.

git clone https://github.com/bfly123/claude_code_bridge.git
cd claude_code_bridge
powershell -ExecutionPolicy Bypass -File .\install.ps1 install
  • The installer prefers pwsh.exe (PowerShell 7+) when available, otherwise powershell.exe.
  • If a WezTerm config exists, the installer will try to set config.default_prog to PowerShell (adds a -- CCB_WEZTERM_* block and will prompt before overriding an existing default_prog).

Run

ccb                    # Start providers from ccb.config (default: all four)
ccb codex gemini       # Start both
ccb codex gemini opencode claude  # Start all four (spaces)
ccb codex,gemini,opencode,claude  # Start all four (commas)
ccb -r codex gemini     # Resume last session for Codex + Gemini
ccb -a codex gemini opencode  # Auto-approval mode with multiple providers
ccb -a -r codex gemini opencode claude  # Auto + resume for all providers

tmux tip: CCB's tmux status/pane theming is enabled only while CCB is running.

Layout rule: the last provider runs in the current pane. Extras are ordered as `[cmd?, reversed providers]`; the first extra goes to the top-right, then the left column fills top-to-bottom, then the right column fills top-to-bottom. Examples: 4 panes = left2/right2, 5 panes = left2/right3.
Note: `ccb up` is removed; use `ccb ...` or configure `ccb.config`.

Flags

Flag Description Example
-r Resume previous session context ccb -r
-a Auto-mode, skip permission prompts ccb -a
-h Show help information ccb -h
-v Show version and check for updates ccb -v

ccb.config

Default lookup order:

  • .ccb_config/ccb.config (project)
  • ~/.ccb/ccb.config (global)

Simple format (recommended):

codex,gemini,opencode,claude

Enable cmd pane (default title/command):

codex,gemini,opencode,claude,cmd

Advanced JSON (optional, for flags or custom cmd pane):

{
  "providers": ["codex", "gemini", "opencode", "claude"],
  "cmd": { "enabled": true, "title": "CCB-Cmd", "start_cmd": "bash" },
  "flags": { "auto": false, "resume": false }
}

Cmd pane participates in the layout as the first extra pane and does not change which AI runs in the current pane.

Update

ccb update              # Update ccb to the latest version
ccb update 4            # Update to the highest v4.x.x version
ccb update 4.1          # Update to the highest v4.1.x version
ccb update 4.1.2        # Update to specific version v4.1.2
ccb update cca          # Update CCA (Claude Code Autoflow) only
ccb uninstall           # Uninstall ccb and clean configs
ccb reinstall           # Clean then reinstall ccb

🪟 Windows Installation Guide (WSL vs Native)

Key Point: ccb/cask/cping/cpend must run in the same environment as codex/gemini. The most common issue is environment mismatch causing cping to fail.

Note: The installers also install OS-specific SKILL.md variants for Claude/Codex skills:

  • Linux/macOS/WSL: bash heredoc templates (SKILL.md.bash)
  • Native Windows: PowerShell here-string templates (SKILL.md.powershell)

1) Prerequisites: Install Native WezTerm

  • Install Windows native WezTerm (.exe from official site or via winget), not the Linux version inside WSL.
  • Reason: ccb in WezTerm mode relies on wezterm cli to manage panes.

2) How to Identify Your Environment

Determine based on how you installed/run Claude Code/Codex:

  • WSL Environment

    • You installed/run via WSL terminal (Ubuntu/Debian) using bash (e.g., curl ... | bash, apt, pip, npm)
    • Paths look like: /home/<user>/... and you may see /mnt/c/...
    • Verify: cat /proc/version | grep -i microsoft has output, or echo $WSL_DISTRO_NAME is non-empty
  • Native Windows Environment

    • You installed/run via Windows Terminal / WezTerm / PowerShell / CMD (e.g., winget, PowerShell scripts)
    • Paths look like: C:\Users\<user>\...

3) WSL Users: Configure WezTerm to Auto-Enter WSL

Edit WezTerm config (%USERPROFILE%\.wezterm.lua):

local wezterm = require 'wezterm'
return {
  default_domain = 'WSL:Ubuntu', -- Replace with your distro name
}

Check distro name with wsl -l -v in PowerShell.

4) Troubleshooting: cping Not Working

  • Most common: Environment mismatch (ccb in WSL but codex in native Windows, or vice versa)
  • Codex session not running: Run ccb codex (or add codex to ccb.config) first
  • WezTerm CLI not found: Ensure wezterm is in PATH
  • Terminal not refreshed: Restart WezTerm after installation
  • Text sent but not submitted (no Enter) on Windows WezTerm: Set CCB_WEZTERM_ENTER_METHOD=key and ensure your WezTerm supports wezterm cli send-key
🍎 macOS Installation Guide

Command Not Found After Installation

If ccb, cask, cping commands are not found after running ./install.sh install:

Cause: The install directory (~/.local/bin) is not in your PATH.

Solution:

# 1. Check if install directory exists
ls -la ~/.local/bin/

# 2. Check if PATH includes the directory
echo $PATH | tr ':' '\n' | grep local

# 3. Check shell config (macOS defaults to zsh)
cat ~/.zshrc | grep local

# 4. If not configured, add manually
echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.zshrc

# 5. Reload config
source ~/.zshrc

WezTerm Not Detecting Commands

If WezTerm cannot find ccb commands but regular Terminal can:

  • WezTerm may use a different shell config
  • Add PATH to ~/.zprofile as well:
echo 'export PATH="$HOME/.local/bin:$PATH"' >> ~/.zprofile

Then restart WezTerm completely (Cmd+Q, reopen).


🗣️ Usage

Once started, collaborate naturally. Claude will detect when to delegate tasks.

Common Scenarios:

  • Code Review: "Have Codex review the changes in main.py."
  • Second Opinion: "Ask Gemini for alternative implementation approaches."
  • Pair Programming: "Codex writes the backend logic, I'll handle the frontend."
  • Architecture: "Let Codex design the module structure first."
  • Info Exchange: "Fetch 3 rounds of Codex conversation and summarize."

🎴 Fun & Creative: AI Poker Night!

"Let Claude, Codex and Gemini play Dou Di Zhu! You deal the cards, everyone plays open hand!"

🃏 Claude (Landlord) vs 🎯 Codex + 💎 Gemini (Farmers)

Note: Manual commands (like cask, cping) are usually invoked by Claude automatically. See Command Reference for details.


📝 Command Reference

Codex Commands

Command Description
/cask <msg> Background mode: Submit task to Codex, free to continue other tasks (recommended)
cpend [N] Fetch Codex conversation history, N controls rounds (default 1)
cping Test Codex connectivity

Gemini Commands

Command Description
/gask <msg> Background mode: Submit task to Gemini
gpend [N] Fetch Gemini conversation history
gping Test Gemini connectivity

OpenCode Commands

Command Description
/oask <msg> Background mode: Submit task to OpenCode
opend [N] Fetch OpenCode conversation history
oping Test OpenCode connectivity

Droid Commands

Command Description
/dask <msg> Background mode: Submit task to Droid
dpend [N] Fetch Droid conversation history
dping Test Droid connectivity

🚀 Delegation Power: Droid can now orchestrate other AIs (Codex, Gemini, OpenCode, Claude). Run ccb droid setup-delegation to install the necessary skills and tools into Droid. Once setup, Droid can use CCB delegation tools (e.g. cask/gask/lask/oask or ccb_ask_*) to delegate tasks in the background.


🧩 Skills

  • /all-plan: Collaborative multi-AI design with Superpowers brainstorming.
/all-plan details & usage

Usage:

/all-plan <requirement>

Example:

/all-plan Design a caching layer for the API with Redis

How it works:

  1. Requirement Refinement - Socratic questioning to uncover hidden needs
  2. Parallel Independent Design - Each AI designs independently (no groupthink)
  3. Comparative Analysis - Merge insights, detect anti-patterns
  4. Iterative Refinement - Cross-AI review and critique
  5. Final Output - Actionable implementation plan

Key features:

  • Socratic Ladder: 7 structured questions for deep requirement mining
  • Superpowers Lenses: Systematic alternative exploration (10x scale, remove dependency, invert flow)
  • Anti-pattern Detection: Proactive risk identification across all designs

When to use:

  • Complex features requiring diverse perspectives
  • Architectural decisions with multiple valid approaches
  • High-stakes implementations needing thorough validation

🖥️ Editor Integration: Neovim + Multi-AI Review

Neovim integration with multi-AI code review

Combine with editors like Neovim for seamless code editing and multi-model review workflow. Edit in your favorite editor while AI assistants review and suggest improvements in real-time.


📋 Requirements

  • Python 3.10+
  • Terminal: WezTerm (Highly Recommended) or tmux

🗑️ Uninstall

ccb uninstall
ccb reinstall

# Fallback:
./install.sh uninstall

Windows fully supported (WSL + Native via WezTerm)


Join our community

📧 Email: bfly123@126.com 💬 WeChat: seemseam-com

WeChat Group

Version History

v5.0.6

  • Zombie Cleanup: ccb kill -f cleans up orphaned tmux sessions globally
  • Mounted Skill: Optimized with pgrep, extracted to ccb-mounted script
  • Droid Skills: Full skill set added to droid_skills/

v5.0.5

  • Droid: Add delegation tools (ccb_ask_* and cask/gask/lask/oask) plus ccb droid setup-delegation for MCP install

v5.0.4

  • OpenCode: 修复 -r 恢复在多项目切换后失效的问题

v5.0.3

  • Daemons: 全新的稳定守护进程设计

v5.0.1

  • Skills: New /all-plan with Superpowers brainstorming + availability gating; Codex lping/lpend added; gask keeps brief summaries with CCB_DONE.
  • CCA Status Bar: CCA label now reads role name from .autoflow/roles.json (supports _meta.name) and caches per path.
  • Installer: Copy skill subdirectories (e.g., references/) for Claude/Codex installs.
  • CLI: Added ccb uninstall / ccb reinstall with Claude config cleanup.
  • Routing: Tighter project/session resolution (prefer .ccb_config anchor; avoid cross-project Claude session mismatches).

v5.0.0

  • Claude Independence: No need to start Claude first; Codex (or any agent) can be the primary CLI
  • Unified Control: Single entry point controls Claude/OpenCode/Gemini equally
  • Simplified Launch: Removed ccb up; default ccb.config is auto-created when missing
  • Flexible Mounting: More flexible pane mounting and session binding
  • Daemon Autostart: caskd/laskd auto-start in WezTerm/tmux when needed
  • Session Robustness: PID liveness checks prevent stale sessions

v4.1.3

  • Codex Config: Automatically migrate deprecated sandbox_mode = "full-auto" to "danger-full-access" to fix Codex startup
  • Stability: Fixed race conditions where fast-exiting commands could close panes before remain-on-exit was set
  • Tmux: More robust pane detection (prefer stable $TMUX_PANE env var) and better fallback when split targets disappear

v4.1.2

  • Performance: Added caching for tmux status bar (git branch & ccb status) to reduce system load
  • Strict Tmux: Explicitly require tmux for auto-launch; removed error-prone auto-attach logic
  • CLI: Added --print-version flag for fast version checks

v4.1.1

  • CLI Fix: Improved flag preservation (e.g., -a) when relaunching ccb in tmux
  • UX: Better error messages when running in non-interactive sessions
  • Install: Force update skills to ensure latest versions are applied

v4.1.0

  • Async Guardrail: cask/gask/oask prints a post-submit guardrail reminder for Claude
  • Sync Mode: add --sync to suppress guardrail prompts for Codex callers
  • Codex Skills: update oask/gask skills to wait silently with --sync

v4.0.9

  • Project_ID Simplification: ccb_project_id uses current-directory .ccb_config/ anchor (no ancestor traversal, no git dependency)
  • Codex Skills Stability: Codex oask/gask skills default to waiting (--timeout -1) to avoid sending the next task too early

v4.0.8

  • Daemon Log Binding Refresh: caskd daemon now periodically refreshes .codex-session log paths by parsing start_cmd and scanning latest logs
  • Tmux Clipboard Enhancement: Added xsel support and update-environment for better clipboard integration across GUI/remote sessions

v4.0.7

  • Tmux Status Bar Redesign: Dual-line status bar with modern dot indicators (●/○), git branch, CCA status, and CCB version display
  • Session Freshness: Always scan logs for latest session instead of using cached session file
  • Simplified Auto Mode: Removed CCA detection logic from ccb -a, now purely uses --dangerously-skip-permissions

v4.0.6

  • Session Overrides: cping/gping/oping/cpend/opend support --session-file / CCB_SESSION_FILE to bypass wrong cwd

v4.0.5

  • Gemini Reliability: Retry reading Gemini session JSON to avoid transient partial-write failures
  • Claude Code Reliability: gpend supports --session-file / CCB_SESSION_FILE to bypass wrong cwd

v4.0.4

  • Fix: Auto-repair duplicate [projects.\"...\"] entries in ~/.codex/config.toml before starting Codex

v4.0.3

  • Project Cleanliness: Store session files under .ccb_config/ (fallback to legacy root dotfiles)
  • Claude Code Reliability: cask/gask/oask support --session-file / CCB_SESSION_FILE to bypass wrong cwd
  • Codex Config Safety: Write auto-approval settings into a CCB-marked block to avoid config conflicts

v4.0.2

  • CCA Detection: Improved install directory inference for various layouts
  • Clipboard Paste: Cross-platform support (xclip/wl-paste/pbpaste) in tmux config
  • Install UX: Auto-reload tmux config after installation
  • Stability: Default TMUX_ENTER_DELAY set to 0.5s for better reliability

v4.0.1

  • Tokyo Night Theme: Switch tmux status bar and pane borders to Tokyo Night color palette

v4.0

  • Full Refactor: Rebuilt from the ground up with a cleaner architecture
  • Perfect tmux Support: First-class splits, pane labels, borders and statusline
  • Works in Any Terminal: Recommended to run everything in tmux (except native Windows)

v3.0.0

  • Smart Daemons: caskd/gaskd/oaskd with 60s idle timeout & parallel queue support
  • Cross-AI Collaboration: Support multiple agents (Claude/Codex) calling one agent (OpenCode) simultaneously
  • Interruption Detection: Gemini now supports intelligent interruption handling
  • Chained Execution: Codex can call oask to drive OpenCode
  • Stability: Robust queue management and lock files

v2.3.9

  • Fix oask session tracking bug - follow new session when OpenCode creates one

v2.3.8

  • Simplify CCA detection: check for .autoflow folder in current directory
  • Plan mode enabled for CCA projects regardless of -a flag

v2.3.7

  • Per-directory lock: different working directories can run cask/gask/oask independently

v2.3.6

  • Add non-blocking lock for cask/gask/oask to prevent concurrent requests
  • Unify oask with cask/gask logic (use _wait_for_complete_reply)

v2.3.5

  • Fix plan mode conflict with auto mode (--dangerously-skip-permissions)
  • Fix oask returning stale reply when OpenCode still processing

v2.3.4

  • Auto-enable plan mode when CCA (Claude Code Autoflow) is installed

v2.3.3

  • Simplify cping.md to match oping/gping style (~65% token reduction)

v2.3.2

  • Optimize skill files: extract common patterns to docs/async-ask-pattern.md (~60% token reduction)

v2.3.1

  • Fix race condition in gask/cask: pre-check for existing messages before wait loop

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