2025-08-28 16:24:29 +09:00
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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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2025-09-26 19:37:34 +05:30
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<img src="https://img.shields.io/badge/version-4.1.5-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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2025-08-28 16:24:29 +09:00
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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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| **命令数** | **智能体** | **模式** | **MCP服务器** |
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|:------------:|:----------:|:---------:|:---------------:|
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| **21** | **14** | **5** | **6** |
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| 斜杠命令 | 专业AI | 行为模式 | 集成服务 |
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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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## ⚡ **快速安装**
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### **选择您的安装方式**
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| 方式 | 命令 | 最适合 |
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|:------:|---------|----------|
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| **🐍 pipx** | `pipx install SuperClaude && pipx upgrade SuperClaude && SuperClaude install` | **✅ 推荐** - Linux/macOS |
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| **📦 pip** | `pip install SuperClaude && pip upgrade SuperClaude && SuperClaude install` | 传统Python环境 |
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| **🌐 npm** | `npm install -g @bifrost_inc/superclaude && superclaude install` | 跨平台,Node.js用户 |
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</div>
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<details>
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<summary><b>⚠️ 重要:从SuperClaude V3升级</b></summary>
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**如果您已安装SuperClaude V3,应在安装V4前先卸载它:**
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```bash
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# 先卸载V3
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删除所有相关文件和目录:
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*.md *.json 和 commands/
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# 然后安装V4
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pipx install SuperClaude && pipx upgrade SuperClaude && SuperClaude install
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```
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**✅ 升级时保留的内容:**
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- ✓ 您的自定义斜杠命令(`commands/sc/`之外的)
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- ✓ 您在`CLAUDE.md`中的自定义内容
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- ✓ Claude Code的`.claude.json`、`.credentials.json`、`settings.json`和`settings.local.json`
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- ✓ 您添加的任何自定义代理和文件
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**⚠️ 注意:** V3的其他SuperClaude相关`.json`文件可能会造成冲突,应当移除。
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</details>
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<details>
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<summary><b>💡 PEP 668错误故障排除</b></summary>
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```bash
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# 选项1:使用pipx(推荐)
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pipx install SuperClaude
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# 选项2:用户安装
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pip install --user SuperClaude
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# 选项3:强制安装(谨慎使用)
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pip install --break-system-packages SuperClaude
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```
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</details>
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---
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<div align="center">
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## 💖 **支持项目**
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> 说实话,维护SuperClaude需要时间和资源。
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>
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> *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。*
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> *如果您在日常工作中发现SuperClaude的价值,请考虑支持这个项目。*
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> *哪怕几美元也能帮助覆盖基础成本并保持开发活跃。*
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>
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> 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!🙏
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<table>
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<tr>
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<td align="center" width="33%">
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### ☕ **Ko-fi**
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[](https://ko-fi.com/superclaude)
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*一次性贡献*
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</td>
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<td align="center" width="33%">
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### 🎯 **Patreon**
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[](https://patreon.com/superclaude)
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*月度支持*
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</td>
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<td align="center" width="33%">
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### 💜 **GitHub**
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[](https://github.com/sponsors/SuperClaude-Org)
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*灵活层级*
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</td>
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</tr>
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</table>
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### **您的支持使以下工作成为可能:**
|
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| 项目 | 成本/影响 |
|
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|
|
|------|-------------|
|
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| 🔬 **Claude Max测试** | 每月100美元用于验证和测试 |
|
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|
|
| ⚡ **功能开发** | 新功能和改进 |
|
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|
|
| 📚 **文档编写** | 全面的指南和示例 |
|
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|
|
| 🤝 **社区支持** | 快速问题响应和帮助 |
|
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|
|
| 🔧 **MCP集成** | 测试新服务器连接 |
|
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| 🌐 **基础设施** | 托管和部署成本 |
|
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> **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!🙏
|
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</div>
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---
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<div align="center">
|
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## 🎉 **V4版本新功能**
|
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> *第4版基于社区反馈和实际使用模式带来了重大改进。*
|
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<table>
|
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|
<tr>
|
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<td width="50%">
|
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|
|
### 🤖 **更智能的代理系统**
|
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|
|
**14个专业代理**,具有领域专业知识:
|
|
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|
|
- 安全工程师发现真实漏洞
|
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- 前端架构师理解UI模式
|
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- 基于上下文的自动协调
|
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- 按需提供领域专业知识
|
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</td>
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<td width="50%">
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|
### 📝 **改进的命名空间**
|
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|
**`/sc:`前缀**用于所有命令:
|
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|
- 与自定义命令无冲突
|
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|
- 21个命令覆盖完整生命周期
|
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- 从头脑风暴到部署
|
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- 清晰有序的命令结构
|
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</td>
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</tr>
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<tr>
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<td width="50%">
|
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|
### 🔧 **MCP服务器集成**
|
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|
|
**6个强大服务器**协同工作:
|
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|
|
- **Context7** → 最新文档
|
|
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|
|
- **Sequential** → 复杂分析
|
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|
|
- **Magic** → UI组件生成
|
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|
|
- **Playwright** → 浏览器测试
|
|
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|
|
- **Morphllm** → 批量转换
|
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|
|
- **Serena** → 会话持久化
|
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</td>
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<td width="50%">
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### 🎯 **行为模式**
|
|
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|
|
**5种自适应模式**适应不同上下文:
|
|
|
|
|
|
- **头脑风暴** → 提出正确问题
|
|
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|
|
- **编排** → 高效工具协调
|
|
|
|
|
|
- **令牌效率** → 30-50%上下文节省
|
|
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|
|
- **任务管理** → 系统化组织
|
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|
|
- **内省** → 元认知分析
|
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</td>
|
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</tr>
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<tr>
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<td width="50%">
|
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|
|
### ⚡ **优化性能**
|
|
|
|
|
|
**更小的框架,更大的项目:**
|
|
|
|
|
|
- 减少框架占用
|
|
|
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|
|
- 为您的代码提供更多上下文
|
|
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|
|
- 支持更长对话
|
|
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|
|
- 启用复杂操作
|
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</td>
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<td width="50%">
|
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|
|
|
|
|
|
### 📚 **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
|
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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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feat: comprehensive framework improvements (#447)
* refactor(docs): move core docs into framework/business/research (move-only)
- framework/: principles, rules, flags (思想・行動規範)
- business/: symbols, examples (ビジネス領域)
- research/: config (調査設定)
- All files renamed to lowercase for consistency
* docs: update references to new directory structure
- Update ~/.claude/CLAUDE.md with new paths
- Add migration notice in core/MOVED.md
- Remove pm.md.backup
- All @superclaude/ references now point to framework/business/research/
* fix(setup): update framework_docs to use new directory structure
- Add validate_prerequisites() override for multi-directory validation
- Add _get_source_dirs() for framework/business/research directories
- Override _discover_component_files() for multi-directory discovery
- Override get_files_to_install() for relative path handling
- Fix get_size_estimate() to use get_files_to_install()
- Fix uninstall/update/validate to use install_component_subdir
Fixes installation validation errors for new directory structure.
Tested: make dev installs successfully with new structure
- framework/: flags.md, principles.md, rules.md
- business/: examples.md, symbols.md
- research/: config.md
* refactor(modes): update component references for docs restructure
* chore: remove redundant docs after PLANNING.md migration
Cleanup after Self-Improvement Loop implementation:
**Deleted (21 files, ~210KB)**:
- docs/Development/ - All content migrated to PLANNING.md & TASK.md
* ARCHITECTURE.md (15KB) → PLANNING.md
* TASKS.md (3.7KB) → TASK.md
* ROADMAP.md (11KB) → TASK.md
* PROJECT_STATUS.md (4.2KB) → outdated
* 13 PM Agent research files → archived in KNOWLEDGE.md
- docs/PM_AGENT.md - Old implementation status
- docs/pm-agent-implementation-status.md - Duplicate
- docs/templates/ - Empty directory
**Retained (valuable documentation)**:
- docs/memory/ - Active session metrics & context
- docs/patterns/ - Reusable patterns
- docs/research/ - Research reports
- docs/user-guide*/ - User documentation (4 languages)
- docs/reference/ - Reference materials
- docs/getting-started/ - Quick start guides
- docs/agents/ - Agent-specific guides
- docs/testing/ - Test procedures
**Result**:
- Eliminated redundancy after Root Documents consolidation
- Preserved all valuable content in PLANNING.md, TASK.md, KNOWLEDGE.md
- Maintained user-facing documentation structure
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: relocate PM modules to commands/modules
- Move modules to superclaude/commands/modules/
- Organize command-specific modules under commands/
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: add self-improvement loop with 4 root documents
Implements Self-Improvement Loop based on Cursor's proven patterns:
**New Root Documents**:
- PLANNING.md: Architecture, design principles, 10 absolute rules
- TASK.md: Current tasks with priority (🔴🟡🟢⚪)
- KNOWLEDGE.md: Accumulated insights, best practices, failures
- README.md: Updated with developer documentation links
**Key Features**:
- Session Start Protocol: Read docs → Git status → Token budget → Ready
- Evidence-Based Development: No guessing, always verify
- Parallel Execution Default: Wave → Checkpoint → Wave pattern
- Mac Environment Protection: Docker-first, no host pollution
- Failure Pattern Learning: Past mistakes become prevention rules
**Cleanup**:
- Removed: docs/memory/checkpoint.json, current_plan.json (migrated to TASK.md)
- Enhanced: setup/components/commands.py (module discovery)
**Benefits**:
- LLM reads rules at session start → consistent quality
- Past failures documented → no repeats
- Progressive knowledge accumulation → continuous improvement
- 3.5x faster execution with parallel patterns
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* test: validate Self-Improvement Loop workflow
Tested complete cycle: Read docs → Extract rules → Execute task → Update docs
Test Results:
- Session Start Protocol: ✅ All 6 steps successful
- Rule Extraction: ✅ 10/10 absolute rules identified from PLANNING.md
- Task Identification: ✅ Next tasks identified from TASK.md
- Knowledge Application: ✅ Failure patterns accessed from KNOWLEDGE.md
- Documentation Update: ✅ TASK.md and KNOWLEDGE.md updated with completed work
- Confidence Score: 95% (exceeds 70% threshold)
Proved Self-Improvement Loop closes: Execute → Learn → Update → Improve
* refactor: responsibility-driven component architecture
Rename components to reflect their responsibilities:
- framework_docs.py → knowledge_base.py (KnowledgeBaseComponent)
- modes.py → behavior_modes.py (BehaviorModesComponent)
- agents.py → agent_personas.py (AgentPersonasComponent)
- commands.py → slash_commands.py (SlashCommandsComponent)
- mcp.py → mcp_integration.py (MCPIntegrationComponent)
Each component now clearly documents its responsibility:
- knowledge_base: Framework knowledge initialization
- behavior_modes: Execution mode definitions
- agent_personas: AI agent personality definitions
- slash_commands: CLI command registration
- mcp_integration: External tool integration
Benefits:
- Self-documenting architecture
- Clear responsibility boundaries
- Easy to navigate and extend
- Scalable for future hierarchical organization
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: add project-specific CLAUDE.md with UV rules
- Document UV as required Python package manager
- Add common operations and integration examples
- Document project structure and component architecture
- Provide development workflow guidelines
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: resolve installation failures after framework_docs rename
## Problems Fixed
1. **Syntax errors**: Duplicate docstrings in all component files (line 1)
2. **Dependency mismatch**: Stale framework_docs references after rename to knowledge_base
## Changes
- Fix docstring format in all component files (behavior_modes, agent_personas, slash_commands, mcp_integration)
- Update all dependency references: framework_docs → knowledge_base
- Update component registration calls in knowledge_base.py (5 locations)
- Update install.py files in both setup/ and superclaude/ (5 locations total)
- Fix documentation links in README-ja.md and README-zh.md
## Verification
✅ All components load successfully without syntax errors
✅ Dependency resolution works correctly
✅ Installation completes in 0.5s with all validations passing
✅ make dev succeeds
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: add automated README translation workflow
## New Features
- **Auto-translation workflow** using GPT-Translate
- Automatically translates README.md to Chinese (ZH) and Japanese (JA)
- Triggers on README.md changes to master/main branches
- Cost-effective: ~¥90/month for typical usage
## Implementation Details
- Uses OpenAI GPT-4 for high-quality translations
- GitHub Actions integration with gpt-translate@v1.1.11
- Secure API key management via GitHub Secrets
- Automatic commit and PR creation on translation updates
## Files Added
- `.github/workflows/translation-sync.yml` - Auto-translation workflow
- `docs/Development/translation-workflow.md` - Setup guide and documentation
## Setup Required
Add `OPENAI_API_KEY` to GitHub repository secrets to enable auto-translation.
## Benefits
- 🤖 Automated translation on every README update
- 💰 Low cost (~$0.06 per translation)
- 🛡️ Secure API key storage
- 🔄 Consistent translation quality across languages
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(mcp): update airis-mcp-gateway URL to correct organization
Fixes #440
## Problem
Code referenced non-existent `oraios/airis-mcp-gateway` repository,
causing MCP installation to fail completely.
## Root Cause
- Repository was moved to organization: `agiletec-inc/airis-mcp-gateway`
- Old reference `oraios/airis-mcp-gateway` no longer exists
- Users reported "not a python/uv module" error
## Changes
- Update install_command URL: oraios → agiletec-inc
- Update run_command URL: oraios → agiletec-inc
- Location: setup/components/mcp_integration.py lines 37-38
## Verification
✅ Correct URL now references active repository
✅ MCP installation will succeed with proper organization
✅ No other code references oraios/airis-mcp-gateway
## Related Issues
- Fixes #440 (Airis-mcp-gateway url has changed)
- Related to #442 (MCP update issues)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: replace cloud translation with local Neural CLI
## Changes
### Removed (OpenAI-dependent)
- ❌ `.github/workflows/translation-sync.yml` - GPT-Translate workflow
- ❌ `docs/Development/translation-workflow.md` - OpenAI setup docs
### Added (Local Ollama-based)
- ✅ `Makefile`: New `make translate` target using Neural CLI
- ✅ `docs/Development/translation-guide.md` - Neural CLI guide
## Benefits
**Before (GPT-Translate)**:
- 💰 Monthly cost: ~¥90 (OpenAI API)
- 🔑 Requires API key setup
- 🌐 Data sent to external API
- ⏱️ Network latency
**After (Neural CLI)**:
- ✅ **$0 cost** - Fully local execution
- ✅ **No API keys** - Zero setup friction
- ✅ **Privacy** - No external data transfer
- ✅ **Fast** - ~1-2 min per README
- ✅ **Offline capable** - Works without internet
## Technical Details
**Neural CLI**:
- Built in Rust with Tauri
- Uses Ollama + qwen2.5:3b model
- Binary size: 4.0MB
- Auto-installs to ~/.local/bin/
**Usage**:
```bash
make translate # Translates README.md → README-zh.md, README-ja.md
```
## Requirements
- Ollama installed: `curl -fsSL https://ollama.com/install.sh | sh`
- Model downloaded: `ollama pull qwen2.5:3b`
- Neural CLI built: `cd ~/github/neural/src-tauri && cargo build --bin neural-cli --release`
🤖 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>
2025-10-18 23:58:10 +09:00
|
|
|
|
## 🔬 **深度研究能力**
|
|
|
|
|
|
|
|
|
|
|
|
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。
|
|
|
|
|
|
|
|
|
|
|
|
### 🎯 **自适应规划**
|
|
|
|
|
|
三种智能策略:**规划优先**(直接执行)、**意图规划**(澄清模糊请求)、**统一规划**(协作细化,默认)
|
|
|
|
|
|
|
|
|
|
|
|
### 🔄 **多跳推理**
|
|
|
|
|
|
最多5次迭代搜索:实体扩展、概念深化、时序进展、因果链
|
|
|
|
|
|
|
|
|
|
|
|
### 📊 **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
|
|
|
|
|
|
|
|
|
|
|
|
### 🧠 **案例学习**
|
|
|
|
|
|
跨会话智能:模式识别和重用、策略优化、成功查询保存
|
|
|
|
|
|
|
|
|
|
|
|
### **研究命令使用**
|
|
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
|
/sc:research "AI最新发展 2024"
|
|
|
|
|
|
/sc:research "量子计算突破" --depth exhaustive
|
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### **集成工具编排**
|
|
|
|
|
|
智能协调多个工具:**Tavily MCP**(网页搜索)、**Playwright MCP**(内容提取)、**Sequential MCP**(推理合成)、**Serena MCP**(记忆持久化)、**Context7 MCP**(技术文档)
|
|
|
|
|
|
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
|
|
---
|
|
|
|
|
|
|
|
|
|
|
|
<div align="center">
|
|
|
|
|
|
|
2025-08-28 16:24:29 +09:00
|
|
|
|
## 📚 **Documentation**
|
|
|
|
|
|
|
|
|
|
|
|
### **Complete Guide to SuperClaude**
|
|
|
|
|
|
|
|
|
|
|
|
<table>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<th align="center">🚀 快速开始</th>
|
|
|
|
|
|
<th align="center">📖 用户指南</th>
|
|
|
|
|
|
<th align="center">🛠️ 开发资源</th>
|
|
|
|
|
|
<th align="center">📋 参考资料</th>
|
|
|
|
|
|
</tr>
|
|
|
|
|
|
<tr>
|
|
|
|
|
|
<td valign="top">
|
|
|
|
|
|
|
2025-10-16 00:37:39 +09:00
|
|
|
|
- 📝 [**快速开始指南**](docs/getting-started/quick-start.md)
|
2025-08-28 16:24:29 +09:00
|
|
|
|
*快速上手使用*
|
|
|
|
|
|
|
2025-10-16 00:37:39 +09:00
|
|
|
|
- 💾 [**安装指南**](docs/getting-started/installation.md)
|
2025-08-28 16:24:29 +09:00
|
|
|
|
*详细的安装说明*
|
|
|
|
|
|
|
|
|
|
|
|
</td>
|
|
|
|
|
|
<td valign="top">
|
|
|
|
|
|
|
2025-10-16 00:37:39 +09:00
|
|
|
|
- 🎯 [**命令参考**](docs/user-guide-zh/commands.md)
|
2025-08-28 16:24:29 +09:00
|
|
|
|
*全部21个斜杠命令*
|
|
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2025-10-16 00:37:39 +09:00
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- 🤖 [**智能体指南**](docs/user-guide-zh/agents.md)
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2025-08-28 16:24:29 +09:00
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*14个专业智能体*
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2025-10-16 00:37:39 +09:00
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- 🎨 [**行为模式**](docs/user-guide-zh/modes.md)
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2025-08-28 16:24:29 +09:00
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*5种自适应模式*
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2025-10-16 00:37:39 +09:00
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- 🚩 [**标志指南**](docs/user-guide-zh/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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2025-10-16 00:37:39 +09:00
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- 🔧 [**MCP服务器**](docs/user-guide-zh/mcp-servers.md)
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2025-08-28 16:24:29 +09:00
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*6个服务器集成*
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2025-10-16 00:37:39 +09:00
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- 💼 [**会话管理**](docs/user-guide-zh/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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2025-10-16 00:37:39 +09:00
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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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2025-10-16 00:37:39 +09:00
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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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2025-10-16 00:37:39 +09:00
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- 🧪 [**测试与调试**](docs/developer-guide/testing-debugging.md)
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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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feat: comprehensive framework improvements (#447)
* refactor(docs): move core docs into framework/business/research (move-only)
- framework/: principles, rules, flags (思想・行動規範)
- business/: symbols, examples (ビジネス領域)
- research/: config (調査設定)
- All files renamed to lowercase for consistency
* docs: update references to new directory structure
- Update ~/.claude/CLAUDE.md with new paths
- Add migration notice in core/MOVED.md
- Remove pm.md.backup
- All @superclaude/ references now point to framework/business/research/
* fix(setup): update framework_docs to use new directory structure
- Add validate_prerequisites() override for multi-directory validation
- Add _get_source_dirs() for framework/business/research directories
- Override _discover_component_files() for multi-directory discovery
- Override get_files_to_install() for relative path handling
- Fix get_size_estimate() to use get_files_to_install()
- Fix uninstall/update/validate to use install_component_subdir
Fixes installation validation errors for new directory structure.
Tested: make dev installs successfully with new structure
- framework/: flags.md, principles.md, rules.md
- business/: examples.md, symbols.md
- research/: config.md
* refactor(modes): update component references for docs restructure
* chore: remove redundant docs after PLANNING.md migration
Cleanup after Self-Improvement Loop implementation:
**Deleted (21 files, ~210KB)**:
- docs/Development/ - All content migrated to PLANNING.md & TASK.md
* ARCHITECTURE.md (15KB) → PLANNING.md
* TASKS.md (3.7KB) → TASK.md
* ROADMAP.md (11KB) → TASK.md
* PROJECT_STATUS.md (4.2KB) → outdated
* 13 PM Agent research files → archived in KNOWLEDGE.md
- docs/PM_AGENT.md - Old implementation status
- docs/pm-agent-implementation-status.md - Duplicate
- docs/templates/ - Empty directory
**Retained (valuable documentation)**:
- docs/memory/ - Active session metrics & context
- docs/patterns/ - Reusable patterns
- docs/research/ - Research reports
- docs/user-guide*/ - User documentation (4 languages)
- docs/reference/ - Reference materials
- docs/getting-started/ - Quick start guides
- docs/agents/ - Agent-specific guides
- docs/testing/ - Test procedures
**Result**:
- Eliminated redundancy after Root Documents consolidation
- Preserved all valuable content in PLANNING.md, TASK.md, KNOWLEDGE.md
- Maintained user-facing documentation structure
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: relocate PM modules to commands/modules
- Move modules to superclaude/commands/modules/
- Organize command-specific modules under commands/
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: add self-improvement loop with 4 root documents
Implements Self-Improvement Loop based on Cursor's proven patterns:
**New Root Documents**:
- PLANNING.md: Architecture, design principles, 10 absolute rules
- TASK.md: Current tasks with priority (🔴🟡🟢⚪)
- KNOWLEDGE.md: Accumulated insights, best practices, failures
- README.md: Updated with developer documentation links
**Key Features**:
- Session Start Protocol: Read docs → Git status → Token budget → Ready
- Evidence-Based Development: No guessing, always verify
- Parallel Execution Default: Wave → Checkpoint → Wave pattern
- Mac Environment Protection: Docker-first, no host pollution
- Failure Pattern Learning: Past mistakes become prevention rules
**Cleanup**:
- Removed: docs/memory/checkpoint.json, current_plan.json (migrated to TASK.md)
- Enhanced: setup/components/commands.py (module discovery)
**Benefits**:
- LLM reads rules at session start → consistent quality
- Past failures documented → no repeats
- Progressive knowledge accumulation → continuous improvement
- 3.5x faster execution with parallel patterns
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* test: validate Self-Improvement Loop workflow
Tested complete cycle: Read docs → Extract rules → Execute task → Update docs
Test Results:
- Session Start Protocol: ✅ All 6 steps successful
- Rule Extraction: ✅ 10/10 absolute rules identified from PLANNING.md
- Task Identification: ✅ Next tasks identified from TASK.md
- Knowledge Application: ✅ Failure patterns accessed from KNOWLEDGE.md
- Documentation Update: ✅ TASK.md and KNOWLEDGE.md updated with completed work
- Confidence Score: 95% (exceeds 70% threshold)
Proved Self-Improvement Loop closes: Execute → Learn → Update → Improve
* refactor: responsibility-driven component architecture
Rename components to reflect their responsibilities:
- framework_docs.py → knowledge_base.py (KnowledgeBaseComponent)
- modes.py → behavior_modes.py (BehaviorModesComponent)
- agents.py → agent_personas.py (AgentPersonasComponent)
- commands.py → slash_commands.py (SlashCommandsComponent)
- mcp.py → mcp_integration.py (MCPIntegrationComponent)
Each component now clearly documents its responsibility:
- knowledge_base: Framework knowledge initialization
- behavior_modes: Execution mode definitions
- agent_personas: AI agent personality definitions
- slash_commands: CLI command registration
- mcp_integration: External tool integration
Benefits:
- Self-documenting architecture
- Clear responsibility boundaries
- Easy to navigate and extend
- Scalable for future hierarchical organization
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* docs: add project-specific CLAUDE.md with UV rules
- Document UV as required Python package manager
- Add common operations and integration examples
- Document project structure and component architecture
- Provide development workflow guidelines
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix: resolve installation failures after framework_docs rename
## Problems Fixed
1. **Syntax errors**: Duplicate docstrings in all component files (line 1)
2. **Dependency mismatch**: Stale framework_docs references after rename to knowledge_base
## Changes
- Fix docstring format in all component files (behavior_modes, agent_personas, slash_commands, mcp_integration)
- Update all dependency references: framework_docs → knowledge_base
- Update component registration calls in knowledge_base.py (5 locations)
- Update install.py files in both setup/ and superclaude/ (5 locations total)
- Fix documentation links in README-ja.md and README-zh.md
## Verification
✅ All components load successfully without syntax errors
✅ Dependency resolution works correctly
✅ Installation completes in 0.5s with all validations passing
✅ make dev succeeds
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: add automated README translation workflow
## New Features
- **Auto-translation workflow** using GPT-Translate
- Automatically translates README.md to Chinese (ZH) and Japanese (JA)
- Triggers on README.md changes to master/main branches
- Cost-effective: ~¥90/month for typical usage
## Implementation Details
- Uses OpenAI GPT-4 for high-quality translations
- GitHub Actions integration with gpt-translate@v1.1.11
- Secure API key management via GitHub Secrets
- Automatic commit and PR creation on translation updates
## Files Added
- `.github/workflows/translation-sync.yml` - Auto-translation workflow
- `docs/Development/translation-workflow.md` - Setup guide and documentation
## Setup Required
Add `OPENAI_API_KEY` to GitHub repository secrets to enable auto-translation.
## Benefits
- 🤖 Automated translation on every README update
- 💰 Low cost (~$0.06 per translation)
- 🛡️ Secure API key storage
- 🔄 Consistent translation quality across languages
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* fix(mcp): update airis-mcp-gateway URL to correct organization
Fixes #440
## Problem
Code referenced non-existent `oraios/airis-mcp-gateway` repository,
causing MCP installation to fail completely.
## Root Cause
- Repository was moved to organization: `agiletec-inc/airis-mcp-gateway`
- Old reference `oraios/airis-mcp-gateway` no longer exists
- Users reported "not a python/uv module" error
## Changes
- Update install_command URL: oraios → agiletec-inc
- Update run_command URL: oraios → agiletec-inc
- Location: setup/components/mcp_integration.py lines 37-38
## Verification
✅ Correct URL now references active repository
✅ MCP installation will succeed with proper organization
✅ No other code references oraios/airis-mcp-gateway
## Related Issues
- Fixes #440 (Airis-mcp-gateway url has changed)
- Related to #442 (MCP update issues)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* feat: replace cloud translation with local Neural CLI
## Changes
### Removed (OpenAI-dependent)
- ❌ `.github/workflows/translation-sync.yml` - GPT-Translate workflow
- ❌ `docs/Development/translation-workflow.md` - OpenAI setup docs
### Added (Local Ollama-based)
- ✅ `Makefile`: New `make translate` target using Neural CLI
- ✅ `docs/Development/translation-guide.md` - Neural CLI guide
## Benefits
**Before (GPT-Translate)**:
- 💰 Monthly cost: ~¥90 (OpenAI API)
- 🔑 Requires API key setup
- 🌐 Data sent to external API
- ⏱️ Network latency
**After (Neural CLI)**:
- ✅ **$0 cost** - Fully local execution
- ✅ **No API keys** - Zero setup friction
- ✅ **Privacy** - No external data transfer
- ✅ **Fast** - ~1-2 min per README
- ✅ **Offline capable** - Works without internet
## Technical Details
**Neural CLI**:
- Built in Rust with Tauri
- Uses Ollama + qwen2.5:3b model
- Binary size: 4.0MB
- Auto-installs to ~/.local/bin/
**Usage**:
```bash
make translate # Translates README.md → README-zh.md, README-ja.md
```
## Requirements
- Ollama installed: `curl -fsSL https://ollama.com/install.sh | sh`
- Model downloaded: `ollama pull qwen2.5:3b`
- Neural CLI built: `cd ~/github/neural/src-tauri && cargo build --bin neural-cli --release`
🤖 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>
2025-10-18 23:58:10 +09:00
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- ✨ [**最佳实践**](docs/getting-started/quick-start.md)
|
2025-08-28 16:24:29 +09:00
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*专业技巧和模式*
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2025-10-16 00:37:39 +09:00
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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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2025-10-16 00:37:39 +09:00
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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">
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<img src="https://img.shields.io/badge/📖_阅读-贡献指南-blue" alt="Contributing Guide">
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</a>
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<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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<div align="center">
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## ⚖️ **许可证**
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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">
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<img src="https://img.shields.io/badge/License-MIT-yellow.svg?" alt="MIT License">
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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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## ⭐ **Star历史**
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<a href="https://www.star-history.com/#SuperClaude-Org/SuperClaude_Framework&Timeline">
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<picture>
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<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" />
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<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>
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