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<div align="center">
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# 🚀 SuperClaude 框架
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### **将Claude Code转换为结构化开发平台**
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<p align="center">
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2025-11-13 12:36:38 +01:00
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<img src="https://img.shields.io/badge/version-4.1.8-blue" alt="Version">
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2025-08-28 16:24:29 +09:00
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<img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License">
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<img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs Welcome">
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</p>
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<p align="center">
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<a href="https://superclaude.netlify.app/">
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<img src="https://img.shields.io/badge/🌐_访问网站-blue" alt="Website">
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</a>
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refactor: PEP8 compliance - directory rename and code formatting (#425)
* fix(orchestration): add WebFetch auto-trigger for infrastructure configuration
Problem: Infrastructure configuration changes (e.g., Traefik port settings)
were being made based on assumptions without consulting official documentation,
violating the 'Evidence > assumptions' principle in PRINCIPLES.md.
Solution:
- Added Infrastructure Configuration Validation section to MODE_Orchestration.md
- Auto-triggers WebFetch for infrastructure tools (Traefik, nginx, Docker, etc.)
- Enforces MODE_DeepResearch activation for investigation
- BLOCKS assumption-based configuration changes
Testing: Verified WebFetch successfully retrieves Traefik official docs (port 80 default)
This prevents production outages from infrastructure misconfiguration by ensuring
all technical recommendations are backed by official documentation.
* feat: Add PM Agent (Project Manager Agent) for seamless orchestration
Introduces PM Agent as the default orchestration layer that coordinates
all sub-agents and manages workflows automatically.
Key Features:
- Default orchestration: All user interactions handled by PM Agent
- Auto-delegation: Intelligent sub-agent selection based on task analysis
- Docker Gateway integration: Zero-token baseline with dynamic MCP loading
- Self-improvement loop: Automatic documentation of patterns and mistakes
- Optional override: Users can specify sub-agents explicitly if desired
Architecture:
- Agent spec: SuperClaude/Agents/pm-agent.md
- Command: SuperClaude/Commands/pm.md
- Updated docs: README.md (15→16 agents), agents.md (new Orchestration category)
User Experience:
- Default: PM Agent handles everything (seamless, no manual routing)
- Optional: Explicit --agent flag for direct sub-agent access
- Both modes available simultaneously (no user downside)
Implementation Status:
- ✅ Specification complete
- ✅ Documentation complete
- ⏳ Prototype implementation needed
- ⏳ Docker Gateway integration needed
- ⏳ Testing and validation needed
Refs: kazukinakai/docker-mcp-gateway (IRIS MCP Gateway integration)
* feat: Add Agent Orchestration rules for PM Agent default activation
Implements PM Agent as the default orchestration layer in RULES.md.
Key Changes:
- New 'Agent Orchestration' section (CRITICAL priority)
- PM Agent receives ALL user requests by default
- Manual override with @agent-[name] bypasses PM Agent
- Agent Selection Priority clearly defined:
1. Manual override → Direct routing
2. Default → PM Agent → Auto-delegation
3. Delegation based on keywords, file types, complexity, context
User Experience:
- Default: PM Agent handles everything (seamless)
- Override: @agent-[name] for direct specialist access
- Transparent: PM Agent reports delegation decisions
This establishes PM Agent as the orchestration layer while
respecting existing auto-activation patterns and manual overrides.
Next Steps:
- Local testing in agiletec project
- Iteration based on actual behavior
- Documentation updates as needed
* refactor(pm-agent): redesign as self-improvement meta-layer
Problem Resolution:
PM Agent's initial design competed with existing auto-activation for task routing,
creating confusion about orchestration responsibilities and adding unnecessary complexity.
Design Change:
Redefined PM Agent as a meta-layer agent that operates AFTER specialist agents
complete tasks, focusing on:
- Post-implementation documentation and pattern recording
- Immediate mistake analysis with prevention checklists
- Monthly documentation maintenance and noise reduction
- Pattern extraction and knowledge synthesis
Two-Layer Orchestration System:
1. Task Execution Layer: Existing auto-activation handles task routing (unchanged)
2. Self-Improvement Layer: PM Agent meta-layer handles documentation (new)
Files Modified:
- SuperClaude/Agents/pm-agent.md: Complete rewrite with meta-layer design
- Category: orchestration → meta
- Triggers: All user interactions → Post-implementation, mistakes, monthly
- Behavioral Mindset: Continuous learning system
- Self-Improvement Workflow: BEFORE/DURING/AFTER/MISTAKE RECOVERY/MAINTENANCE
- SuperClaude/Core/RULES.md: Agent Orchestration section updated
- Split into Task Execution Layer + Self-Improvement Layer
- Added orchestration flow diagram
- Clarified PM Agent activates AFTER task completion
- README.md: Updated PM Agent description
- "orchestrates all interactions" → "ensures continuous learning"
- Docs/User-Guide/agents.md: PM Agent section rewritten
- Section: Orchestration Agent → Meta-Layer Agent
- Expertise: Project orchestration → Self-improvement workflow executor
- Examples: Task coordination → Post-implementation documentation
- PR_DOCUMENTATION.md: Comprehensive PR documentation added
- Summary, motivation, changes, testing, breaking changes
- Two-layer orchestration system diagram
- Verification checklist
Integration Validated:
Tested with agiletec project's self-improvement-workflow.md:
✅ PM Agent aligns with existing BEFORE/DURING/AFTER/MISTAKE RECOVERY phases
✅ Complements (not competes with) existing workflow
✅ agiletec workflow defines WHAT, PM Agent defines WHO executes it
Breaking Changes: None
- Existing auto-activation continues unchanged
- Specialist agents unaffected
- User workflows remain the same
- New capability: Automatic documentation and knowledge maintenance
Value Proposition:
Transforms SuperClaude into a continuously learning system that accumulates
knowledge, prevents recurring mistakes, and maintains fresh documentation
without manual intervention.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: add Claude Code conversation history management research
Research covering .jsonl file structure, performance impact, and retention policies.
Content:
- Claude Code .jsonl file format and message types
- Performance issues from GitHub (memory leaks, conversation compaction)
- Retention policies (consumer vs enterprise)
- Rotation recommendations based on actual data
- File history snapshot tracking mechanics
Source: Moved from agiletec project (research applicable to all Claude Code projects)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: add Development documentation structure
Phase 1: Documentation Structure complete
- Add Docs/Development/ directory for development documentation
- Add ARCHITECTURE.md - System architecture with PM Agent meta-layer
- Add ROADMAP.md - 5-phase development plan with checkboxes
- Add TASKS.md - Daily task tracking with progress indicators
- Add PROJECT_STATUS.md - Current status dashboard and metrics
- Add pm-agent-integration.md - Implementation guide for PM Agent mode
This establishes comprehensive documentation foundation for:
- System architecture understanding
- Development planning and tracking
- Implementation guidance
- Progress visibility
Related: #pm-agent-mode #documentation #phase-1
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: PM Agent session lifecycle and PDCA implementation
Phase 2: PM Agent Mode Integration (Design Phase)
Commands/pm.md updates:
- Add "Always-Active Foundation Layer" concept
- Add Session Lifecycle (Session Start/During Work/Session End)
- Add PDCA Cycle (Plan/Do/Check/Act) automation
- Add Serena MCP Memory Integration (list/read/write_memory)
- Document auto-activation triggers
Agents/pm-agent.md updates:
- Add Session Start Protocol (MANDATORY auto-activation)
- Add During Work PDCA Cycle with example workflows
- Add Session End Protocol with state preservation
- Add PDCA Self-Evaluation Pattern
- Add Documentation Strategy (temp → patterns/mistakes)
- Add Memory Operations Reference
Key Features:
- Session start auto-activation for context restoration
- 30-minute checkpoint saves during work
- Self-evaluation with think_about_* operations
- Systematic documentation lifecycle
- Knowledge evolution to CLAUDE.md
Implementation Status:
- ✅ Design complete (Commands/pm.md, Agents/pm-agent.md)
- ⏳ Implementation pending (Core components)
- ⏳ Serena MCP integration pending
Salvaged from mistaken development in ~/.claude directory
Related: #pm-agent-mode #session-lifecycle #pdca-cycle #phase-2
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: disable Serena MCP auto-browser launch
Disable web dashboard and GUI log window auto-launch in Serena MCP server
to prevent intrusive browser popups on startup. Users can still manually
access the dashboard at http://localhost:24282/dashboard/ if needed.
Changes:
- Add CLI flags to Serena run command:
- --enable-web-dashboard false
- --enable-gui-log-window false
- Ensures Git-tracked configuration (no reliance on ~/.serena/serena_config.yml)
- Aligns with AIRIS MCP Gateway integration approach
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: rename directories to lowercase for PEP8 compliance
- Rename superclaude/Agents -> superclaude/agents
- Rename superclaude/Commands -> superclaude/commands
- Rename superclaude/Core -> superclaude/core
- Rename superclaude/Examples -> superclaude/examples
- Rename superclaude/MCP -> superclaude/mcp
- Rename superclaude/Modes -> superclaude/modes
This change follows Python PEP8 naming conventions for package directories.
* style: fix PEP8 violations and update package name to lowercase
Changes:
- Format all Python files with black (43 files reformatted)
- Update package name from 'SuperClaude' to 'superclaude' in pyproject.toml
- Fix import statements to use lowercase package name
- Add missing imports (timedelta, __version__)
- Remove old SuperClaude.egg-info directory
PEP8 violations reduced from 2672 to 701 (mostly E501 line length due to black's 88 char vs flake8's 79 char limit).
* docs: add PM Agent development documentation
Add comprehensive PM Agent development documentation:
- PM Agent ideal workflow (7-phase autonomous cycle)
- Project structure understanding (Git vs installed environment)
- Installation flow understanding (CommandsComponent behavior)
- Task management system (current-tasks.md)
Purpose: Eliminate repeated explanations and enable autonomous PDCA cycles
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat(pm-agent): add self-correcting execution and warning investigation culture
## Changes
### superclaude/commands/pm.md
- Add "Self-Correcting Execution" section with root cause analysis protocol
- Add "Warning/Error Investigation Culture" section enforcing zero-tolerance for dismissal
- Define error detection protocol: STOP → Investigate → Hypothesis → Different Solution → Execute
- Document anti-patterns (retry without understanding) and correct patterns (research-first)
### docs/Development/hypothesis-pm-autonomous-enhancement-2025-10-14.md
- Add PDCA workflow hypothesis document for PM Agent autonomous enhancement
## Rationale
PM Agent must never retry failed operations without understanding root causes.
All warnings and errors require investigation via context7/WebFetch/documentation
to ensure production-quality code and prevent technical debt accumulation.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat(installer): add airis-mcp-gateway MCP server option
## Changes
- Add airis-mcp-gateway to MCP server options in installer
- Configuration: GitHub-based installation via uvx
- Repository: https://github.com/oraios/airis-mcp-gateway
- Purpose: Dynamic MCP Gateway for zero-token baseline and on-demand tool loading
## Implementation
Added to setup/components/mcp.py self.mcp_servers dictionary with:
- install_method: github
- install_command: uvx test installation
- run_command: uvx runtime execution
- required: False (optional server)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
---------
Co-authored-by: kazuki <kazuki@kazukinoMacBook-Air.local>
Co-authored-by: Claude <noreply@anthropic.com>
2025-10-14 12:17:09 +09:00
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<a href="https://pypi.org/project/superclaude/">
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<img src="https://img.shields.io/pypi/v/SuperClaude.svg?" alt="PyPI">
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</a>
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<a href="https://www.npmjs.com/package/@bifrost_inc/superclaude">
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<img src="https://img.shields.io/npm/v/@bifrost_inc/superclaude.svg" alt="npm">
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</a>
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</p>
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<!-- Language Selector -->
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<p align="center">
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<a href="README.md">
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<img src="https://img.shields.io/badge/🇺🇸_English-blue" alt="English">
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</a>
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<a href="README-zh.md">
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<img src="https://img.shields.io/badge/🇨🇳_中文-red" alt="中文">
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</a>
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<a href="README-ja.md">
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<img src="https://img.shields.io/badge/🇯🇵_日本語-green" alt="日本語">
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</a>
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</p>
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<p align="center">
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<a href="#-快速安装">快速开始</a> •
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<a href="#-支持项目">支持项目</a> •
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<a href="#-v4版本新功能">新功能</a> •
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<a href="#-文档">文档</a> •
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<a href="#-贡献">贡献</a>
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</p>
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</div>
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---
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<div align="center">
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## 📊 **框架统计**
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2025-11-13 14:24:00 +01:00
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| **插件** | **智能体** | **模式** | **MCP服务器** |
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|:------------:|:----------:|:---------:|:---------------:|
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| **3** | **16** | **7** | **8** |
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| 插件命令 | 专业AI | 行为模式 | 集成服务 |
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三个核心插件：**PM Agent**（编排）、**Research**（网络搜索）、**Index**（上下文优化）。
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</div>
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---
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<div align="center">
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## 🎯 **概述**
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SuperClaude是一个**元编程配置框架**，通过行为指令注入和组件编排，将Claude Code转换为结构化开发平台。它提供系统化的工作流自动化，配备强大的工具和智能代理。
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2025-11-13 14:24:00 +01:00
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## 免责声明
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2025-11-13 14:24:00 +01:00
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本项目与Anthropic无关联或认可。
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Claude Code是由[Anthropic](https://www.anthropic.com/)构建和维护的产品。
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2025-11-13 14:24:00 +01:00
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## 📖 **开发者与贡献者指南**
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**使用SuperClaude框架的必备文档：**
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| 文档 | 用途 | 何时阅读 |
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|----------|---------|--------------|
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| **[PLANNING.md](PLANNING.md)** | 架构、设计原则、绝对规则 | 会话开始、实施前 |
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| **[TASK.md](TASK.md)** | 当前任务、优先级、待办事项 | 每天、开始工作前 |
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| **[KNOWLEDGE.md](KNOWLEDGE.md)** | 积累的见解、最佳实践、故障排除 | 遇到问题时、学习模式 |
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| **[CONTRIBUTING.md](CONTRIBUTING.md)** | 贡献指南、工作流程 | 提交PR前 |
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> **💡 专业提示**：Claude Code在会话开始时会读取这些文件，以确保符合项目标准的一致、高质量开发。
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## ⚡ **快速安装**
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> **重要**：旧文档中描述的TypeScript插件系统
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> 尚未可用（计划在v5.0中推出）。请按照以下v4.x的
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> 当前安装说明操作。
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### **当前稳定版本 (v4.1.8)**
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SuperClaude目前使用斜杠命令。
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**选项1：pipx（推荐）**
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```bash
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# 从PyPI安装
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pipx install superclaude
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# 安装命令（安装 /research, /index-repo, /agent, /recommend）
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superclaude install
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# 验证安装
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superclaude install --list
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superclaude doctor
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```
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安装后，重启Claude Code以使用命令：
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- `/sc:research` - 并行搜索的深度网络研究
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- `/sc:index-repo` - 用于上下文优化的仓库索引
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- `/sc:agent` - 专业AI智能体
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- `/sc:recommend` - 命令推荐
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- `/sc` - 显示所有可用的SuperClaude命令
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**选项2：从Git直接安装**
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```bash
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# 克隆仓库
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git clone https://github.com/SuperClaude-Org/SuperClaude_Framework.git
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cd SuperClaude_Framework
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# 运行安装脚本
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./install.sh
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```
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### **v5.0即将推出（开发中）**
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2025-11-13 14:24:00 +01:00
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我们正在积极开发新的TypeScript插件系统（详见issue [#419](https://github.com/SuperClaude-Org/SuperClaude_Framework/issues/419)）。发布后，安装将简化为：
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```bash
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# 此功能尚未可用
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/plugin marketplace add SuperClaude-Org/superclaude-plugin-marketplace
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/plugin install superclaude
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|
```
|
|
|
|
|
|
|
|
|
|
|
|
**状态**：开发中。尚未设定ETA。
|
|
|
|
|
|
|
|
|
|
|
|
### **增强性能（可选MCP）**
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
要获得**2-3倍**更快的执行速度和**30-50%**更少的token消耗，可选择安装MCP服务器：
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
```bash
|
|
|
|
|
|
# 用于增强性能的可选MCP服务器（通过airis-mcp-gateway）：
|
|
|
|
|
|
# - Serena: 代码理解（快2-3倍）
|
|
|
|
|
|
# - Sequential: Token高效推理（减少30-50% token）
|
|
|
|
|
|
# - Tavily: 用于深度研究的网络搜索
|
|
|
|
|
|
# - Context7: 官方文档查找
|
|
|
|
|
|
# - Mindbase: 跨所有对话的语义搜索（可选增强）
|
|
|
|
|
|
|
|
|
|
|
|
# 注意：错误学习通过内置的ReflexionMemory提供（无需安装）
|
|
|
|
|
|
# Mindbase提供语义搜索增强（需要"recommended"配置文件）
|
|
|
|
|
|
# 安装MCP服务器：https://github.com/agiletec-inc/airis-mcp-gateway
|
|
|
|
|
|
# 详见 docs/mcp/mcp-integration-policy.md
|
2025-08-28 16:24:29 +09:00
|
|
|
|
```
|
2025-11-13 14:24:00 +01:00
|
|
|
|
|
|
|
|
|
|
**性能对比：**
|
|
|
|
|
|
- **不使用MCP**：功能完整，标准性能 ✅
|
|
|
|
|
|
- **使用MCP**：快2-3倍，减少30-50% token ⚡
|
|
|
|
|
|
|
|
|
|
|
|
</div>
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
|
|
|
|
|
---
|
|
|
|
|
|
|
|
|
|
|
|
<div align="center">
|
|
|
|
|
|
|
|
|
|
|
|
## 💖 **支持项目**
|
|
|
|
|
|
|
|
|
|
|
|
> 说实话，维护SuperClaude需要时间和资源。
|
|
|
|
|
|
>
|
|
|
|
|
|
> *仅Claude Max订阅每月就要100美元用于测试，这还不包括在文档、bug修复和功能开发上花费的时间。*
|
|
|
|
|
|
> *如果您在日常工作中发现SuperClaude的价值，请考虑支持这个项目。*
|
|
|
|
|
|
> *哪怕几美元也能帮助覆盖基础成本并保持开发活跃。*
|
|
|
|
|
|
>
|
|
|
|
|
|
> 每个贡献者都很重要，无论是代码、反馈还是支持。感谢成为这个社区的一员！🙏
|
|
|
|
|
|
|
|
|
|
|
|
<table>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td align="center" width="33%">
|
|
|
|
|
|
|
|
|
|
|
|
### ☕ **Ko-fi**
|
|
|
|
|
|
[](https://ko-fi.com/superclaude)
|
|
|
|
|
|
|
|
|
|
|
|
*一次性贡献*
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td align="center" width="33%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🎯 **Patreon**
|
|
|
|
|
|
[](https://patreon.com/superclaude)
|
|
|
|
|
|
|
|
|
|
|
|
*月度支持*
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td align="center" width="33%">
|
|
|
|
|
|
|
|
|
|
|
|
### 💜 **GitHub**
|
|
|
|
|
|
[](https://github.com/sponsors/SuperClaude-Org)
|
|
|
|
|
|
|
|
|
|
|
|
*灵活层级*
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</table>
|
|
|
|
|
|
|
|
|
|
|
|
### **您的支持使以下工作成为可能：**
|
|
|
|
|
|
|
|
|
|
|
|
| 项目 | 成本/影响 |
|
|
|
|
|
|
|------|-------------|
|
|
|
|
|
|
| 🔬 **Claude Max测试** | 每月100美元用于验证和测试 |
|
|
|
|
|
|
| ⚡ **功能开发** | 新功能和改进 |
|
|
|
|
|
|
| 📚 **文档编写** | 全面的指南和示例 |
|
|
|
|
|
|
| 🤝 **社区支持** | 快速问题响应和帮助 |
|
|
|
|
|
|
| 🔧 **MCP集成** | 测试新服务器连接 |
|
|
|
|
|
|
| 🌐 **基础设施** | 托管和部署成本 |
|
|
|
|
|
|
|
|
|
|
|
|
> **注意：** 不过没有压力——无论如何框架都会保持开源。仅仅知道有人在使用和欣赏它就很有激励作用。贡献代码、文档或传播消息也很有帮助！🙏
|
|
|
|
|
|
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
---
|
|
|
|
|
|
|
|
|
|
|
|
<div align="center">
|
|
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
## 🎉 **V4.1版本新功能**
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
> *版本4.1专注于稳定斜杠命令架构、增强智能体能力和改进文档。*
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
|
|
|
|
|
<table>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
### 🤖 **更智能的智能体系统**
|
|
|
|
|
|
**16个专业智能体**具有领域专业知识：
|
|
|
|
|
|
- PM Agent通过系统化文档确保持续学习
|
|
|
|
|
|
- 深度研究智能体用于自主网络研究
|
2025-08-28 16:24:29 +09:00
|
|
|
|
- 安全工程师发现真实漏洞
|
|
|
|
|
|
- 前端架构师理解UI模式
|
|
|
|
|
|
- 基于上下文的自动协调
|
|
|
|
|
|
- 按需提供领域专业知识
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
### ⚡ **优化性能**
|
|
|
|
|
|
**更小的框架，更大的项目：**
|
|
|
|
|
|
- 减少框架占用
|
|
|
|
|
|
- 为您的代码提供更多上下文
|
|
|
|
|
|
- 支持更长对话
|
|
|
|
|
|
- 启用复杂操作
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🔧 **MCP服务器集成**
|
2025-11-13 14:24:00 +01:00
|
|
|
|
**8个强大服务器**(通过airis-mcp-gateway)：
|
|
|
|
|
|
- **Tavily** → 主要网络搜索(深度研究)
|
|
|
|
|
|
- **Serena** → 会话持久化和内存
|
|
|
|
|
|
- **Mindbase** → 跨会话学习(零占用)
|
|
|
|
|
|
- **Sequential** → Token高效推理
|
|
|
|
|
|
- **Context7** → 官方文档查找
|
|
|
|
|
|
- **Playwright** → JavaScript重度内容提取
|
2025-08-28 16:24:29 +09:00
|
|
|
|
- **Magic** → UI组件生成
|
2025-11-13 14:24:00 +01:00
|
|
|
|
- **Chrome DevTools** → 性能分析
|
2025-08-28 16:24:29 +09:00
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🎯 **行为模式**
|
2025-11-13 14:24:00 +01:00
|
|
|
|
**7种自适应模式**适应不同上下文：
|
2025-08-28 16:24:29 +09:00
|
|
|
|
- **头脑风暴** → 提出正确问题
|
2025-11-13 14:24:00 +01:00
|
|
|
|
- **商业面板** → 多专家战略分析
|
|
|
|
|
|
- **深度研究** → 自主网络研究
|
2025-08-28 16:24:29 +09:00
|
|
|
|
- **编排** → 高效工具协调
|
|
|
|
|
|
- **令牌效率** → 30-50%上下文节省
|
|
|
|
|
|
- **任务管理** → 系统化组织
|
|
|
|
|
|
- **内省** → 元认知分析
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 📚 **文档全面改写**
|
|
|
|
|
|
**为开发者完全重写：**
|
|
|
|
|
|
- 真实示例和用例
|
|
|
|
|
|
- 记录常见陷阱
|
|
|
|
|
|
- 包含实用工作流
|
|
|
|
|
|
- 更好的导航结构
|
|
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
</td>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🧪 **增强稳定性**
|
|
|
|
|
|
**专注于可靠性：**
|
|
|
|
|
|
- 核心命令的错误修复
|
|
|
|
|
|
- 改进测试覆盖率
|
|
|
|
|
|
- 更健壮的错误处理
|
|
|
|
|
|
- CI/CD流水线改进
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</table>
|
|
|
|
|
|
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
---
|
|
|
|
|
|
|
|
|
|
|
|
<div align="center">
|
|
|
|
|
|
|
|
|
|
|
|
## 🔬 **深度研究能力**
|
|
|
|
|
|
|
|
|
|
|
|
### **与DR智能体架构一致的自主网络研究**
|
|
|
|
|
|
|
|
|
|
|
|
SuperClaude v4.2引入了全面的深度研究能力，实现自主、自适应和智能的网络研究。
|
|
|
|
|
|
|
|
|
|
|
|
<table>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🎯 **自适应规划**
|
|
|
|
|
|
**三种智能策略：**
|
|
|
|
|
|
- **仅规划**：对明确查询直接执行
|
|
|
|
|
|
- **意图规划**：对模糊请求进行澄清
|
|
|
|
|
|
- **统一**：协作式计划完善(默认)
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🔄 **多跳推理**
|
|
|
|
|
|
**最多5次迭代搜索：**
|
|
|
|
|
|
- 实体扩展(论文 → 作者 → 作品)
|
|
|
|
|
|
- 概念深化(主题 → 细节 → 示例)
|
|
|
|
|
|
- 时间进展(当前 → 历史)
|
|
|
|
|
|
- 因果链(效果 → 原因 → 预防)
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 📊 **质量评分**
|
|
|
|
|
|
**基于置信度的验证：**
|
|
|
|
|
|
- 来源可信度评估(0.0-1.0)
|
|
|
|
|
|
- 覆盖完整性跟踪
|
|
|
|
|
|
- 综合连贯性评估
|
|
|
|
|
|
- 最低阈值：0.6，目标：0.8
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td width="50%">
|
|
|
|
|
|
|
|
|
|
|
|
### 🧠 **基于案例的学习**
|
|
|
|
|
|
**跨会话智能：**
|
|
|
|
|
|
- 模式识别和重用
|
|
|
|
|
|
- 随时间优化策略
|
|
|
|
|
|
- 保存成功的查询公式
|
|
|
|
|
|
- 性能改进跟踪
|
|
|
|
|
|
|
2025-08-28 16:24:29 +09:00
|
|
|
|
</td>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
</table>
|
|
|
|
|
|
|
2025-11-13 14:24:00 +01:00
|
|
|
|
### **研究命令使用**
|
|
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
|
# 使用自动深度的基本研究
|
|
|
|
|
|
/research "2024年最新AI发展"
|
|
|
|
|
|
|
|
|
|
|
|
# 控制研究深度(通过TypeScript中的选项)
|
|
|
|
|
|
/research "量子计算突破" # depth: exhaustive
|
|
|
|
|
|
|
|
|
|
|
|
# 特定策略选择
|
|
|
|
|
|
/research "市场分析" # strategy: planning-only
|
|
|
|
|
|
|
|
|
|
|
|
# 领域过滤研究(Tavily MCP集成)
|
|
|
|
|
|
/research "React模式" # domains: reactjs.org,github.com
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### **研究深度级别**
|
|
|
|
|
|
|
|
|
|
|
|
| 深度 | 来源 | 跳数 | 时间 | 最适合 |
|
|
|
|
|
|
|:-----:|:-------:|:----:|:----:|----------|
|
|
|
|
|
|
| **快速** | 5-10 | 1 | ~2分钟 | 快速事实、简单查询 |
|
|
|
|
|
|
| **标准** | 10-20 | 3 | ~5分钟 | 一般研究(默认) |
|
|
|
|
|
|
| **深入** | 20-40 | 4 | ~8分钟 | 综合分析 |
|
|
|
|
|
|
| **详尽** | 40+ | 5 | ~10分钟 | 学术级研究 |
|
|
|
|
|
|
|
|
|
|
|
|
### **集成工具编排**
|
|
|
|
|
|
|
|
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深度研究系统智能协调多个工具：
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- **Tavily MCP**：主要网络搜索和发现
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- **Playwright MCP**：复杂内容提取
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- **Sequential MCP**：多步推理和综合
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- **Serena MCP**：内存和学习持久化
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- **Context7 MCP**：技术文档查找
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2025-08-28 16:24:29 +09:00
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</div>
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---
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<div align="center">
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2025-11-13 14:24:00 +01:00
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## 📚 **文档**
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2025-08-28 16:24:29 +09:00
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2025-11-13 14:24:00 +01:00
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### **SuperClaude完整指南**
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<table>
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<tr>
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<th align="center">🚀 快速开始</th>
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<th align="center">📖 用户指南</th>
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<th align="center">🛠️ 开发资源</th>
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<th align="center">📋 参考资料</th>
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</tr>
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<tr>
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<td valign="top">
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2025-11-13 14:24:00 +01:00
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- 📝 [**快速开始指南**](docs/getting-started/quick-start.md)
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2025-08-28 16:24:29 +09:00
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*快速上手使用*
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2025-11-13 14:24:00 +01:00
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- 💾 [**安装指南**](docs/getting-started/installation.md)
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*详细的安装说明*
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</td>
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<td valign="top">
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2025-11-13 14:24:00 +01:00
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- 🎯 [**斜杠命令**](docs/user-guide/commands.md)
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*完整的 `/sc` 命令列表*
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2025-11-13 14:24:00 +01:00
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- 🤖 [**智能体指南**](docs/user-guide/agents.md)
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*16个专业智能体*
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2025-11-13 14:24:00 +01:00
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- 🎨 [**行为模式**](docs/user-guide/modes.md)
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*7种自适应模式*
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2025-11-13 14:24:00 +01:00
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- 🚩 [**标志指南**](docs/user-guide/flags.md)
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2025-08-28 16:24:29 +09:00
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*控制行为参数*
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2025-11-13 14:24:00 +01:00
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- 🔧 [**MCP服务器**](docs/user-guide/mcp-servers.md)
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*8个服务器集成*
|
2025-08-28 16:24:29 +09:00
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2025-11-13 14:24:00 +01:00
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- 💼 [**会话管理**](docs/user-guide/session-management.md)
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2025-08-28 16:24:29 +09:00
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*保存和恢复状态*
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</td>
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<td valign="top">
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2025-11-13 14:24:00 +01:00
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- 🏗️ [**技术架构**](docs/developer-guide/technical-architecture.md)
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2025-08-28 16:24:29 +09:00
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*系统设计详情*
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2025-11-13 14:24:00 +01:00
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- 💻 [**贡献代码**](docs/developer-guide/contributing-code.md)
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2025-08-28 16:24:29 +09:00
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*开发工作流程*
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2025-11-13 14:24:00 +01:00
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- 🧪 [**测试与调试**](docs/developer-guide/testing-debugging.md)
|
2025-08-28 16:24:29 +09:00
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*质量保证*
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</td>
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<td valign="top">
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|
2025-11-13 14:24:00 +01:00
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- 📓 [**示例手册**](docs/reference/examples-cookbook.md)
|
2025-08-28 16:24:29 +09:00
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*实际应用示例*
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|
2025-11-13 14:24:00 +01:00
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- 🔍 [**故障排除**](docs/reference/troubleshooting.md)
|
2025-08-28 16:24:29 +09:00
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|
*常见问题和修复*
|
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</td>
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</tr>
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</table>
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</div>
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---
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<div align="center">
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|
## 🤝 **贡献**
|
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|
### **加入SuperClaude社区**
|
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|
我们欢迎各种类型的贡献！以下是您可以帮助的方式：
|
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|
|
| 优先级 | 领域 | 描述 |
|
|
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|:--------:|------|-------------|
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| 📝 **高** | 文档 | 改进指南，添加示例，修复错误 |
|
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|
| 🔧 **高** | MCP集成 | 添加服务器配置，测试集成 |
|
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|
| 🎯 **中** | 工作流 | 创建命令模式和配方 |
|
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|
| 🧪 **中** | 测试 | 添加测试，验证功能 |
|
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|
| 🌐 **低** | 国际化 | 将文档翻译为其他语言 |
|
|
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|
|
|
<p align="center">
|
|
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|
|
|
<a href="CONTRIBUTING.md">
|
|
|
|
|
|
<img src="https://img.shields.io/badge/📖_阅读-贡献指南-blue" alt="Contributing Guide">
|
|
|
|
|
|
</a>
|
|
|
|
|
|
<a href="https://github.com/SuperClaude-Org/SuperClaude_Framework/graphs/contributors">
|
|
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|
|
|
<img src="https://img.shields.io/badge/👥_查看-所有贡献者-green" alt="Contributors">
|
|
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|
|
</a>
|
|
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|
|
</p>
|
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|
</div>
|
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|
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|
|
---
|
|
|
|
|
|
|
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|
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|
|
<div align="center">
|
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|
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|
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|
|
|
|
## ⚖️ **许可证**
|
|
|
|
|
|
|
|
|
|
|
|
本项目基于**MIT许可证**授权 - 详情请参阅[LICENSE](LICENSE)文件。
|
|
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|
|
|
|
|
|
|
<p align="center">
|
|
|
|
|
|
<img src="https://img.shields.io/badge/License-MIT-yellow.svg?" alt="MIT License">
|
|
|
|
|
|
</p>
|
|
|
|
|
|
|
|
|
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|
|
</div>
|
|
|
|
|
|
|
|
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|
|
---
|
|
|
|
|
|
|
|
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|
|
<div align="center">
|
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|
|
|
|
## ⭐ **Star历史**
|
|
|
|
|
|
|
|
|
|
|
|
<a href="https://www.star-history.com/#SuperClaude-Org/SuperClaude_Framework&Timeline">
|
|
|
|
|
|
<picture>
|
|
|
|
|
|
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=SuperClaude-Org/SuperClaude_Framework&type=Timeline&theme=dark" />
|
|
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|
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=SuperClaude-Org/SuperClaude_Framework&type=Timeline" />
|
|
|
|
|
|
<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=SuperClaude-Org/SuperClaude_Framework&type=Timeline" />
|
|
|
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|
|
</picture>
|
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|
</a>
|
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</div>
|
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|
---
|
|
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|
|
<div align="center">
|
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|
|
### **🚀 由SuperClaude社区倾情打造**
|
|
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|
|
<p align="center">
|
|
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|
|
<sub>为突破边界的开发者用❤️制作</sub>
|
|
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|
|
</p>
|
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|
<p align="center">
|
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|
|
<a href="#-superclaude-框架">返回顶部 ↑</a>
|
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|
|
</p>
|
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|
</div>
|