by Taoidle
AI-powered cascading development framework. Decompose complex projects into parallel executable tasks with auto-generated PRDs, design docs, and multi-agent collaboration (Claude Code, Codex, Aider).
# Add to your Claude Code skills
git clone https://github.com/Taoidle/plan-cascadeAI-Powered Cascading Development Framework
Transform complex projects into parallel executable tasks with intelligent decomposition and multi-provider execution
| Component | Version | Status | Description |
|-----------|---------|--------|-------------|
| Plugin | |
| Claude Code integration |
| Desktop |
|
| Local-first AI workstation |
| CLI |
|
| Command-line interface |
| MCP Server |
|
| Model Context Protocol |
Why Plan Cascade? • Product Editions • Quick Start • Architecture
Traditional AI coding assistants hit a wall with large, complex projects:
| Challenge | Conventional AI | Plan Cascade | |-----------|-----------------|--------------| | Complexity | Gets lost in large codebases | Decomposes into manageable units | | Parallelism | Sequential, one-at-a-time | Independent tasks run in parallel | | | Lost during long sessions | Design docs + durable context survive compaction | | | Manual verification needed | Automated testing & linting at each step | | | Black box execution | Transparent, inspectable workflow |
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┌─────────────────────────────────────────────────────────────────────┐
│ Your Project Goal │
│ "Build a REST API with authentication" │
└─────────────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────────────┐
│ Level 1: Mega Plan │
│ ───────────────────── │
│ Project-level orchestration → Manages multiple features in batches │
│ Output: mega-plan.json + design_doc.json │
└─────────────────────────────────────────────────────────────────────┘
│
┌───────────────────┼───────────────────┐
▼ ▼ ▼
┌─────────────────────┐ ┌─────────────────────┐ ┌─────────────────────┐
│ Feature: Auth │ │ Feature: API │ │ Feature: Database │
│ ─────────────── │ │ ─────────────── │ │ ─────────────── │
│ PRD + Design Doc │ │ PRD + Design Doc │ │ PRD + Design Doc │
└─────────────────────┘ └─────────────────────┘ └─────────────────────┘
│ │ │
▼ ▼ ▼
┌─────────────────────┐ ┌─────────────────────┐ ┌─────────────────────┐
│ Stories (Parallel) │ │ Stories (Parallel) │ │ Stories (Parallel) │
│ ───────────────── │ │ ───────────────── │ │ ───────────────── │
│ □ JWT Implementation│ │ □ CRUD Endpoints │ │ □ Schema Design │
│ □ Password Hashing │ │ □ Rate Limiting │ │ □ Migrations │
│ □ Session Management│ │ □ Input Validation │ │ □ Connection Pool │
└─────────────────────┘ └─────────────────────┘ └─────────────────────┘
│
▼
┌─────────────────┐
│ Quality Gates │
│ ───────────── │
│ ✓ DoR / DoD │
│ ✓ Test Coverage │
│ ✓ Lint / Format │
└─────────────────┘
Plan Cascade is available in three editions to suit different workflows:
| Feature | Plugin | Desktop | CLI |
|---------|--------|---------|-----|
| Target User | Claude Code users | Multi-model teams | Automation/CI |
| LLM Backend | Claude Code only | 7+ providers (Claude, OpenAI, DeepSeek, Ollama...) | 7+ providers |
| Offline Use | ❌ | ✅ (Ollama) | ✅ (Ollama) |
| Installation | claude plugins install | Desktop app / pip install | pip install |
| UI | Slash commands | Full GUI with 4 workflow modes | Command-line |
| Quality Gates | ✅ Standard | ✅ Enterprise-grade with auto-retry | ✅ |
| Security Model | Basic | 5-layer (Guardrail → Gate → Policy → Sandbox → Audit) | Basic |
| Worktree Integration | ✅ | ✅ Visual diff viewer | ✅ |
| Visual Workflow | ❌ | ✅ Real-time timeline + checkpoints | ❌ |
| MCP Stack | Client only | Full stack (Manager + Client + Server) | Client only |
| Knowledge System | ❌ | ✅ Skills + Memory + RAG | ❌ |
| Remote Control | ❌ | ✅ A2A protocol + Telegram bot | ❌ |
| Maturity | Stable | Alpha | Development |
All modes share a common foundation:
Every Story passes through validation:
┌─────────┐ ┌─────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────┐
│ DoR │ → │ Code │ → │ DoD │ → │ AI Verify │ → │ Review │
│ (Ready) │ │ (Write) │ │ (Done) │ │ (No Stubs) │ │ (Score) │
└─────────┘ └─────────┘ └─────────────┘ └─────────────┘ └─────────┘
│ │ │ │ │
▼ ▼ ▼ ▼ ▼
Validate Implement Verify all Detect stub Code quality
requirements solution criteria code & TODOs scoring
Two-level architecture ensures consistency:
Auto-injected best practices from Git submodules:
package.jsonpackage.jsonCargo.toml┌────────────────────────────────────────────────────────────────────────────┐
│ Plan Cascade Core │
├────────────────────────────────────────────────────────────────────────────┤
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Strategy │ │ PRD │ │ Parallel │ │ Quality │ │
│ │ Selector │ │ Generator │ │ Executor │ │ Gates │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ └─────────────┘ │
├────────────────────────────────────────────────────────────────────────────┤
│ Agent Backend Layer │
│ ┌────────────────────────────┐ ┌────────────────────────────┐ │
│ │ ClaudeCodeBackend │ │ BuiltinBackend │ │
│ │ (subprocess, no API) │ │ (direct API, ReAct loop) │ │
│ └────────────────────────────┘ └────────────────────────────┘ │
├────────────────────────────────────────────────────────────────────────────┤
│ LLM Provider Layer │
│ Anthropic │ OpenAI │ DeepSeek │ Ollama │ GLM │ Qwen │ MiniMax │
└────────────────────────────────────────────────────────────────────────────┘
# Install in Claude Code
claude plugins install plan-cascade
# Use slash commands
/plan-cascade:auto "Implement user authentication"
# Requires Python 3.10+ and uv
git clone https://github.com/Taoidle/plan-cascade.git
cd plan-cascade
uv run pytest tests/ # Run tests
# CLI entry point
uv run plan-cascade --help
See desktop/README.md for the full-featured desktop application.
| Document | Description | |----------|-------------| | Plugin Guide | Claude Code plugin usage | | CLI Guide | Command-line interface | | Mega Plan Guide | Multi-feature orchestration | | Desktop README | Desktop application | | PRD Template | PRD file format |
plan-cascade/
├── src/plan_cascade/ # Core Python library
│ ├── core/ # Orchestration engines
│ ├── backends/ # Agent abstraction layer
│ ├── state/ # Thread-safe state management
│ ├── llm/ # LLM provider abstraction
│ └── tools/ # ReAct tool implementations
├── desktop/ # Tauri desktop application
│ ├── src/ # React frontend
│ └── src-tauri/ # Rust backend
├── skills/