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88 lines
5.9 KiB
Markdown
88 lines
5.9 KiB
Markdown
# What is Claude_dms3
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## One-Line Positioning
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**Claude_dms3 is an AI-powered development workbench for VS Code** — Through semantic code indexing, multi-model CLI invocation, and team collaboration systems, it enables AI to deeply understand your project and generate high-quality code according to specifications.
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> AI capabilities bloom like vines — Claude_dms3 is the trellis that guides AI along your project's architecture, coding standards, and team workflows.
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---
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## 1.1 Pain Points Solved
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| Pain Point | Current State | Claude_dms3 Solution |
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|------------|---------------|---------------------|
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| **AI doesn't understand the project** | Every new session requires re-explaining project background, tech stack, and coding standards | Memory system persists project context, AI remembers project knowledge across sessions |
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| **Difficult code search** | Keyword search can't find semantically related code, don't know where functions are called | CodexLens semantic indexing, supports natural language search and call chain tracing |
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| **Single model limitation** | Can only call one AI model, different models excel in different scenarios | CCW unified invocation framework, supports multi-model collaboration (Gemini, Qwen, Codex, Claude) |
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| **Chaotic collaboration process** | Team members work independently, inconsistent code styles, standards hard to implement | Team workflow system (PlanEx, IterDev, Lifecycle) ensures standard execution |
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| **Standards hard to implement** | CLAUDE.md written but AI doesn't follow, project constraints ignored | Spec + Hook auto-injection, AI forced to follow project standards |
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---
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## 1.2 vs Traditional Methods
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| Dimension | Traditional AI Assistant | **Claude_dms3** |
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|-----------|-------------------------|-----------------|
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| **Code Search** | Text keyword search | **Semantic vector search + LSP call chain** |
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| **AI Invocation** | Single model fixed call | **Multi-model collaboration, optimal model per task** |
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| **Project Memory** | Re-explain each session | **Cross-session persistent Memory** |
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| **Standard Execution** | Relies on Prompt reminders | **Spec + Hook auto-injection** |
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| **Team Collaboration** | Each person for themselves | **Structured workflow system** |
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| **Code Quality** | Depends on AI capability | **Multi-dimensional review + auto-fix cycle** |
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---
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## 1.3 Core Concepts Overview
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| Concept | Description | Location/Command |
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|---------|-------------|------------------|
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| **CodexLens** | Semantic code indexing and search engine | `ccw search` |
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| **CCW** | Unified CLI tool invocation framework | `ccw cli` |
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| **Memory** | Cross-session knowledge persistence | `ccw memory` |
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| **Spec** | Project specification and constraint system | `.workflow/specs/` |
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| **Hook** | Auto-triggered context injection scripts | `.claude/hooks/` |
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| **Agent** | Specialized AI subprocess for specific roles | `.claude/agents/` |
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| **Skill** | Reusable AI capability modules | `.claude/skills/` |
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| **Workflow** | Multi-phase development orchestration | `/workflow:*` |
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---
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## 1.4 Architecture Overview
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```
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┌─────────────────────────────────────────────────────────────┐
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│ Claude_dms3 Architecture │
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├─────────────────────────────────────────────────────────────┤
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│ │
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│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
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│ │ CodexLens │ │ CCW │ │ Memory │ │
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│ │ (Semantic │ │ (CLI Call │ │ (Persistent │ │
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│ │ Index) │ │ Framework) │ │ Context) │ │
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│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
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│ │ │ │ │
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│ └────────────────┼────────────────┘ │
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│ │ │
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│ ┌─────┴─────┐ │
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│ │ Spec │ │
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│ │ System │ │
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│ └─────┬─────┘ │
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│ │ │
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│ ┌────────────────┼────────────────┐ │
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│ │ │ │ │
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│ ┌────┴────┐ ┌─────┴─────┐ ┌────┴────┐ │
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│ │ Hooks │ │ Skills │ │ Agents │ │
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│ │(Inject) │ │(Reusable) │ │(Roles) │ │
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│ └─────────┘ └───────────┘ └─────────┘ │
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│ │
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└─────────────────────────────────────────────────────────────┘
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```
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---
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## Next Steps
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- [Getting Started](/guide/ch02-getting-started) - Install and configure
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- [Core Concepts](/guide/ch03-core-concepts) - Understand the fundamentals
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- [Workflow Basics](/guide/ch04-workflow-basics) - Start your first workflow
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