fengshao1227/ccg-workflow

What it solves

CCG is a workflow engine designed for Claude Code that transforms it from a single-model interface into a multi-model orchestrator. It solves the problem of model limitations by allowing Claude to dispatch specialized tasks to other high-performance models (such as Codex, Gemini, Grok, and Kimi Code) while maintaining overall control and context.

How it works

CCG uses a lead orchestrator (Claude Code) and a Go-based binary bridge called codeagent-wrapper to communicate with external models. It employs a Hook Engine that injects state and project context into every turn of the conversation to prevent context loss during compaction.

When a user provides a command like /ccg:go, the engine classifies the task complexity and selects one of 10 built-in strategies (e.g., full-collaborate for complex features or direct-fix for simple bugs). For complex tasks, it creates a persistent task directory (.ccg/tasks/) to track requirements, plans, and review results, and can spawn parallel Agent Teams for implementation.

Who it’s for

Developers using Claude Code who want to leverage multiple LLMs for parallel analysis, cross-review, and specialized domain knowledge without leaving their primary workflow.

Highlights

• Multi-Model Orchestration: Dispatch work to Codex, Gemini, Grok, and Kimi Code via a single interface.
• Hook Engine: Prevents state loss by injecting breadcrumbs and project context into every turn.
• Persistent Task System: Tracks the lifecycle of complex tasks through dedicated directories and JSON files.
• Built-in Quality Gates: Includes specialized commands for security verification, quality audits, and documentation generation.
• Domain Knowledge Injection: Automatically injects relevant knowledge files across 10 different technical domains when keywords are detected.
• Standalone Skills: Provides specialized toolkits for web-ops (e.g., BaoTa/aaPanel integration) and SEO page building.
• DeepSeek Harness Integration: Native support for running the same role matrix within DeepSeek Harness.