feat: Complete Rust port of WiFi-DensePose with modular crates
Major changes: - Organized Python v1 implementation into v1/ subdirectory - Created Rust workspace with 9 modular crates: - wifi-densepose-core: Core types, traits, errors - wifi-densepose-signal: CSI processing, phase sanitization, FFT - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch) - wifi-densepose-api: Axum-based REST/WebSocket API - wifi-densepose-db: SQLx database layer - wifi-densepose-config: Configuration management - wifi-densepose-hardware: Hardware abstraction - wifi-densepose-wasm: WebAssembly bindings - wifi-densepose-cli: Command-line interface Documentation: - ADR-001: Workspace structure - ADR-002: Signal processing library selection - ADR-003: Neural network inference strategy - DDD domain model with bounded contexts Testing: - 69 tests passing across all crates - Signal processing: 45 tests - Neural networks: 21 tests - Core: 3 doc tests Performance targets: - 10x faster CSI processing (~0.5ms vs ~5ms) - 5x lower memory usage (~100MB vs ~500MB) - WASM support for browser deployment
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Claude
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CLAUDE.md
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# Claude Code Configuration - Claude Flow V3
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## 🚨 AUTOMATIC SWARM ORCHESTRATION
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**When starting work on complex tasks, Claude Code MUST automatically:**
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1. **Initialize the swarm** using CLI tools via Bash
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2. **Spawn concurrent agents** using Claude Code's Task tool
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3. **Coordinate via hooks** and memory
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### 🚨 CRITICAL: CLI + Task Tool in SAME Message
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**When user says "spawn swarm" or requests complex work, Claude Code MUST in ONE message:**
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1. Call CLI tools via Bash to initialize coordination
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2. **IMMEDIATELY** call Task tool to spawn REAL working agents
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3. Both CLI and Task calls must be in the SAME response
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**CLI coordinates, Task tool agents do the actual work!**
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### 🛡️ Anti-Drift Config (PREFERRED)
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**Use this to prevent agent drift:**
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```bash
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npx @claude-flow/cli@latest swarm init --topology hierarchical --max-agents 8 --strategy specialized
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```
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- **hierarchical**: Coordinator catches divergence
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- **max-agents 6-8**: Smaller team = less drift
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- **specialized**: Clear roles, no overlap
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- **consensus**: raft (leader maintains state)
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---
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### 🔄 Auto-Start Swarm Protocol (Background Execution)
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When the user requests a complex task, **spawn agents in background and WAIT for completion:**
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```javascript
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// STEP 1: Initialize swarm coordination (anti-drift config)
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Bash("npx @claude-flow/cli@latest swarm init --topology hierarchical --max-agents 8 --strategy specialized")
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// STEP 2: Spawn ALL agents IN BACKGROUND in a SINGLE message
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// Use run_in_background: true so agents work concurrently
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Task({
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prompt: "Research requirements, analyze codebase patterns, store findings in memory",
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subagent_type: "researcher",
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description: "Research phase",
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run_in_background: true // ← CRITICAL: Run in background
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})
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Task({
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prompt: "Design architecture based on research. Document decisions.",
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subagent_type: "system-architect",
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description: "Architecture phase",
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run_in_background: true
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})
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Task({
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prompt: "Implement the solution following the design. Write clean code.",
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subagent_type: "coder",
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description: "Implementation phase",
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run_in_background: true
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})
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Task({
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prompt: "Write comprehensive tests for the implementation.",
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subagent_type: "tester",
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description: "Testing phase",
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run_in_background: true
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})
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Task({
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prompt: "Review code quality, security, and best practices.",
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subagent_type: "reviewer",
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description: "Review phase",
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run_in_background: true
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})
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// STEP 3: WAIT - Tell user agents are working, then STOP
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// Say: "I've spawned 5 agents to work on this in parallel. They'll report back when done."
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// DO NOT check status repeatedly. Just wait for user or agent responses.
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```
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### ⏸️ CRITICAL: Spawn and Wait Pattern
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**After spawning background agents:**
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1. **TELL USER** - "I've spawned X agents working in parallel on: [list tasks]"
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2. **STOP** - Do not continue with more tool calls
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3. **WAIT** - Let the background agents complete their work
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4. **RESPOND** - When agents return results, review and synthesize
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**Example response after spawning:**
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```
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I've launched 5 concurrent agents to work on this:
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- 🔍 Researcher: Analyzing requirements and codebase
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- 🏗️ Architect: Designing the implementation approach
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- 💻 Coder: Implementing the solution
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- 🧪 Tester: Writing tests
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- 👀 Reviewer: Code review and security check
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They're working in parallel. I'll synthesize their results when they complete.
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```
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### 🚫 DO NOT:
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- Continuously check swarm status
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- Poll TaskOutput repeatedly
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- Add more tool calls after spawning
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- Ask "should I check on the agents?"
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### ✅ DO:
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- Spawn all agents in ONE message
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- Tell user what's happening
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- Wait for agent results to arrive
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- Synthesize results when they return
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## 🧠 AUTO-LEARNING PROTOCOL
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### Before Starting Any Task
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```bash
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# 1. Search memory for relevant patterns from past successes
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Bash("npx @claude-flow/cli@latest memory search --query '[task keywords]' --namespace patterns")
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# 2. Check if similar task was done before
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Bash("npx @claude-flow/cli@latest memory search --query '[task type]' --namespace tasks")
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# 3. Load learned optimizations
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Bash("npx @claude-flow/cli@latest hooks route --task '[task description]'")
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```
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### After Completing Any Task Successfully
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```bash
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# 1. Store successful pattern for future reference
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Bash("npx @claude-flow/cli@latest memory store --namespace patterns --key '[pattern-name]' --value '[what worked]'")
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# 2. Train neural patterns on the successful approach
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Bash("npx @claude-flow/cli@latest hooks post-edit --file '[main-file]' --train-neural true")
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# 3. Record task completion with metrics
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Bash("npx @claude-flow/cli@latest hooks post-task --task-id '[id]' --success true --store-results true")
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# 4. Trigger optimization worker if performance-related
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Bash("npx @claude-flow/cli@latest hooks worker dispatch --trigger optimize")
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```
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### Continuous Improvement Triggers
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| Trigger | Worker | When to Use |
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|---------|--------|-------------|
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| After major refactor | `optimize` | Performance optimization |
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| After adding features | `testgaps` | Find missing test coverage |
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| After security changes | `audit` | Security analysis |
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| After API changes | `document` | Update documentation |
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| Every 5+ file changes | `map` | Update codebase map |
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| Complex debugging | `deepdive` | Deep code analysis |
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### Memory-Enhanced Development
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**ALWAYS check memory before:**
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- Starting a new feature (search for similar implementations)
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- Debugging an issue (search for past solutions)
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- Refactoring code (search for learned patterns)
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- Performance work (search for optimization strategies)
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**ALWAYS store in memory after:**
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- Solving a tricky bug (store the solution pattern)
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- Completing a feature (store the approach)
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- Finding a performance fix (store the optimization)
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- Discovering a security issue (store the vulnerability pattern)
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### 📋 Agent Routing (Anti-Drift)
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| Code | Task | Agents |
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|------|------|--------|
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| 1 | Bug Fix | coordinator, researcher, coder, tester |
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| 3 | Feature | coordinator, architect, coder, tester, reviewer |
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| 5 | Refactor | coordinator, architect, coder, reviewer |
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| 7 | Performance | coordinator, perf-engineer, coder |
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| 9 | Security | coordinator, security-architect, auditor |
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| 11 | Docs | researcher, api-docs |
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**Codes 1-9: hierarchical/specialized (anti-drift). Code 11: mesh/balanced**
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### 🎯 Task Complexity Detection
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**AUTO-INVOKE SWARM when task involves:**
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- Multiple files (3+)
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- New feature implementation
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- Refactoring across modules
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- API changes with tests
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- Security-related changes
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- Performance optimization
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- Database schema changes
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**SKIP SWARM for:**
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- Single file edits
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- Simple bug fixes (1-2 lines)
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- Documentation updates
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- Configuration changes
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- Quick questions/exploration
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## 🚨 CRITICAL: CONCURRENT EXECUTION & FILE MANAGEMENT
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**ABSOLUTE RULES**:
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1. ALL operations MUST be concurrent/parallel in a single message
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2. **NEVER save working files, text/mds and tests to the root folder**
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3. ALWAYS organize files in appropriate subdirectories
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4. **USE CLAUDE CODE'S TASK TOOL** for spawning agents concurrently, not just MCP
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### ⚡ GOLDEN RULE: "1 MESSAGE = ALL RELATED OPERATIONS"
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**MANDATORY PATTERNS:**
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- **TodoWrite**: ALWAYS batch ALL todos in ONE call (5-10+ todos minimum)
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- **Task tool (Claude Code)**: ALWAYS spawn ALL agents in ONE message with full instructions
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- **File operations**: ALWAYS batch ALL reads/writes/edits in ONE message
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- **Bash commands**: ALWAYS batch ALL terminal operations in ONE message
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- **Memory operations**: ALWAYS batch ALL memory store/retrieve in ONE message
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### 📁 File Organization Rules
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**NEVER save to root folder. Use these directories:**
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- `/src` - Source code files
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- `/tests` - Test files
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- `/docs` - Documentation and markdown files
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- `/config` - Configuration files
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- `/scripts` - Utility scripts
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- `/examples` - Example code
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## Project Config (Anti-Drift Defaults)
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- **Topology**: hierarchical (prevents drift)
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- **Max Agents**: 8 (smaller = less drift)
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- **Strategy**: specialized (clear roles)
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- **Consensus**: raft
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- **Memory**: hybrid
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- **HNSW**: Enabled
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- **Neural**: Enabled
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## 🚀 V3 CLI Commands (26 Commands, 140+ Subcommands)
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### Core Commands
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| Command | Subcommands | Description |
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|---------|-------------|-------------|
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| `init` | 4 | Project initialization with wizard, presets, skills, hooks |
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| `agent` | 8 | Agent lifecycle (spawn, list, status, stop, metrics, pool, health, logs) |
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| `swarm` | 6 | Multi-agent swarm coordination and orchestration |
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| `memory` | 11 | AgentDB memory with vector search (150x-12,500x faster) |
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| `mcp` | 9 | MCP server management and tool execution |
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| `task` | 6 | Task creation, assignment, and lifecycle |
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| `session` | 7 | Session state management and persistence |
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| `config` | 7 | Configuration management and provider setup |
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| `status` | 3 | System status monitoring with watch mode |
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| `workflow` | 6 | Workflow execution and template management |
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| `hooks` | 17 | Self-learning hooks + 12 background workers |
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| `hive-mind` | 6 | Queen-led Byzantine fault-tolerant consensus |
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### Advanced Commands
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| Command | Subcommands | Description |
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|---------|-------------|-------------|
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| `daemon` | 5 | Background worker daemon (start, stop, status, trigger, enable) |
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| `neural` | 5 | Neural pattern training (train, status, patterns, predict, optimize) |
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| `security` | 6 | Security scanning (scan, audit, cve, threats, validate, report) |
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| `performance` | 5 | Performance profiling (benchmark, profile, metrics, optimize, report) |
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| `providers` | 5 | AI providers (list, add, remove, test, configure) |
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| `plugins` | 5 | Plugin management (list, install, uninstall, enable, disable) |
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| `deployment` | 5 | Deployment management (deploy, rollback, status, environments, release) |
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| `embeddings` | 4 | Vector embeddings (embed, batch, search, init) - 75x faster with agentic-flow |
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| `claims` | 4 | Claims-based authorization (check, grant, revoke, list) |
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| `migrate` | 5 | V2 to V3 migration with rollback support |
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| `doctor` | 1 | System diagnostics with health checks |
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| `completions` | 4 | Shell completions (bash, zsh, fish, powershell) |
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### Quick CLI Examples
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```bash
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# Initialize project
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npx @claude-flow/cli@latest init --wizard
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# Start daemon with background workers
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npx @claude-flow/cli@latest daemon start
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# Spawn an agent
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npx @claude-flow/cli@latest agent spawn -t coder --name my-coder
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# Initialize swarm
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npx @claude-flow/cli@latest swarm init --v3-mode
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# Search memory (HNSW-indexed)
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npx @claude-flow/cli@latest memory search --query "authentication patterns"
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# System diagnostics
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npx @claude-flow/cli@latest doctor --fix
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# Security scan
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npx @claude-flow/cli@latest security scan --depth full
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# Performance benchmark
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npx @claude-flow/cli@latest performance benchmark --suite all
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```
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## 🚀 Available Agents (60+ Types)
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### Core Development
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`coder`, `reviewer`, `tester`, `planner`, `researcher`
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### V3 Specialized Agents
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`security-architect`, `security-auditor`, `memory-specialist`, `performance-engineer`
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### 🔐 @claude-flow/security
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CVE remediation, input validation, path security:
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- `InputValidator` - Zod validation
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- `PathValidator` - Traversal prevention
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- `SafeExecutor` - Injection protection
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### Swarm Coordination
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`hierarchical-coordinator`, `mesh-coordinator`, `adaptive-coordinator`, `collective-intelligence-coordinator`, `swarm-memory-manager`
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### Consensus & Distributed
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`byzantine-coordinator`, `raft-manager`, `gossip-coordinator`, `consensus-builder`, `crdt-synchronizer`, `quorum-manager`, `security-manager`
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### Performance & Optimization
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`perf-analyzer`, `performance-benchmarker`, `task-orchestrator`, `memory-coordinator`, `smart-agent`
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### GitHub & Repository
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`github-modes`, `pr-manager`, `code-review-swarm`, `issue-tracker`, `release-manager`, `workflow-automation`, `project-board-sync`, `repo-architect`, `multi-repo-swarm`
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### SPARC Methodology
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`sparc-coord`, `sparc-coder`, `specification`, `pseudocode`, `architecture`, `refinement`
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### Specialized Development
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`backend-dev`, `mobile-dev`, `ml-developer`, `cicd-engineer`, `api-docs`, `system-architect`, `code-analyzer`, `base-template-generator`
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### Testing & Validation
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`tdd-london-swarm`, `production-validator`
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## 🪝 V3 Hooks System (27 Hooks + 12 Workers)
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### All Available Hooks
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| Hook | Description | Key Options |
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|------|-------------|-------------|
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| `pre-edit` | Get context before editing files | `--file`, `--operation` |
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| `post-edit` | Record editing outcome for learning | `--file`, `--success`, `--train-neural` |
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| `pre-command` | Assess risk before commands | `--command`, `--validate-safety` |
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| `post-command` | Record command execution outcome | `--command`, `--track-metrics` |
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| `pre-task` | Record task start, get agent suggestions | `--description`, `--coordinate-swarm` |
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| `post-task` | Record task completion for learning | `--task-id`, `--success`, `--store-results` |
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| `session-start` | Start/restore session (v2 compat) | `--session-id`, `--auto-configure` |
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| `session-end` | End session and persist state | `--generate-summary`, `--export-metrics` |
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| `session-restore` | Restore a previous session | `--session-id`, `--latest` |
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| `route` | Route task to optimal agent | `--task`, `--context`, `--top-k` |
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| `route-task` | (v2 compat) Alias for route | `--task`, `--auto-swarm` |
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| `explain` | Explain routing decision | `--topic`, `--detailed` |
|
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| `pretrain` | Bootstrap intelligence from repo | `--model-type`, `--epochs` |
|
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| `build-agents` | Generate optimized agent configs | `--agent-types`, `--focus` |
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| `metrics` | View learning metrics dashboard | `--v3-dashboard`, `--format` |
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| `transfer` | Transfer patterns via IPFS registry | `store`, `from-project` |
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| `list` | List all registered hooks | `--format` |
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| `intelligence` | RuVector intelligence system | `trajectory-*`, `pattern-*`, `stats` |
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| `worker` | Background worker management | `list`, `dispatch`, `status`, `detect` |
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||||
| `progress` | Check V3 implementation progress | `--detailed`, `--format` |
|
||||
| `statusline` | Generate dynamic statusline | `--json`, `--compact`, `--no-color` |
|
||||
| `coverage-route` | Route based on test coverage gaps | `--task`, `--path` |
|
||||
| `coverage-suggest` | Suggest coverage improvements | `--path` |
|
||||
| `coverage-gaps` | List coverage gaps with priorities | `--format`, `--limit` |
|
||||
| `pre-bash` | (v2 compat) Alias for pre-command | Same as pre-command |
|
||||
| `post-bash` | (v2 compat) Alias for post-command | Same as post-command |
|
||||
|
||||
### 12 Background Workers
|
||||
|
||||
| Worker | Priority | Description |
|
||||
|--------|----------|-------------|
|
||||
| `ultralearn` | normal | Deep knowledge acquisition |
|
||||
| `optimize` | high | Performance optimization |
|
||||
| `consolidate` | low | Memory consolidation |
|
||||
| `predict` | normal | Predictive preloading |
|
||||
| `audit` | critical | Security analysis |
|
||||
| `map` | normal | Codebase mapping |
|
||||
| `preload` | low | Resource preloading |
|
||||
| `deepdive` | normal | Deep code analysis |
|
||||
| `document` | normal | Auto-documentation |
|
||||
| `refactor` | normal | Refactoring suggestions |
|
||||
| `benchmark` | normal | Performance benchmarking |
|
||||
| `testgaps` | normal | Test coverage analysis |
|
||||
|
||||
### Essential Hook Commands
|
||||
|
||||
```bash
|
||||
# Core hooks
|
||||
npx @claude-flow/cli@latest hooks pre-task --description "[task]"
|
||||
npx @claude-flow/cli@latest hooks post-task --task-id "[id]" --success true
|
||||
npx @claude-flow/cli@latest hooks post-edit --file "[file]" --train-neural true
|
||||
|
||||
# Session management
|
||||
npx @claude-flow/cli@latest hooks session-start --session-id "[id]"
|
||||
npx @claude-flow/cli@latest hooks session-end --export-metrics true
|
||||
npx @claude-flow/cli@latest hooks session-restore --session-id "[id]"
|
||||
|
||||
# Intelligence routing
|
||||
npx @claude-flow/cli@latest hooks route --task "[task]"
|
||||
npx @claude-flow/cli@latest hooks explain --topic "[topic]"
|
||||
|
||||
# Neural learning
|
||||
npx @claude-flow/cli@latest hooks pretrain --model-type moe --epochs 10
|
||||
npx @claude-flow/cli@latest hooks build-agents --agent-types coder,tester
|
||||
|
||||
# Background workers
|
||||
npx @claude-flow/cli@latest hooks worker list
|
||||
npx @claude-flow/cli@latest hooks worker dispatch --trigger audit
|
||||
npx @claude-flow/cli@latest hooks worker status
|
||||
|
||||
# Coverage-aware routing
|
||||
npx @claude-flow/cli@latest hooks coverage-gaps --format table
|
||||
npx @claude-flow/cli@latest hooks coverage-route --task "[task]"
|
||||
|
||||
# Statusline (for Claude Code integration)
|
||||
npx @claude-flow/cli@latest hooks statusline
|
||||
npx @claude-flow/cli@latest hooks statusline --json
|
||||
```
|
||||
|
||||
## 🔄 Migration (V2 to V3)
|
||||
|
||||
```bash
|
||||
# Check migration status
|
||||
npx @claude-flow/cli@latest migrate status
|
||||
|
||||
# Run migration with backup
|
||||
npx @claude-flow/cli@latest migrate run --backup
|
||||
|
||||
# Rollback if needed
|
||||
npx @claude-flow/cli@latest migrate rollback
|
||||
|
||||
# Validate migration
|
||||
npx @claude-flow/cli@latest migrate validate
|
||||
```
|
||||
|
||||
## 🧠 Intelligence System (RuVector)
|
||||
|
||||
V3 includes the RuVector Intelligence System:
|
||||
- **SONA**: Self-Optimizing Neural Architecture (<0.05ms adaptation)
|
||||
- **MoE**: Mixture of Experts for specialized routing
|
||||
- **HNSW**: 150x-12,500x faster pattern search
|
||||
- **EWC++**: Elastic Weight Consolidation (prevents forgetting)
|
||||
- **Flash Attention**: 2.49x-7.47x speedup
|
||||
|
||||
The 4-step intelligence pipeline:
|
||||
1. **RETRIEVE** - Fetch relevant patterns via HNSW
|
||||
2. **JUDGE** - Evaluate with verdicts (success/failure)
|
||||
3. **DISTILL** - Extract key learnings via LoRA
|
||||
4. **CONSOLIDATE** - Prevent catastrophic forgetting via EWC++
|
||||
|
||||
## 📦 Embeddings Package (v3.0.0-alpha.12)
|
||||
|
||||
Features:
|
||||
- **sql.js**: Cross-platform SQLite persistent cache (WASM, no native compilation)
|
||||
- **Document chunking**: Configurable overlap and size
|
||||
- **Normalization**: L2, L1, min-max, z-score
|
||||
- **Hyperbolic embeddings**: Poincaré ball model for hierarchical data
|
||||
- **75x faster**: With agentic-flow ONNX integration
|
||||
- **Neural substrate**: Integration with RuVector
|
||||
|
||||
## 🐝 Hive-Mind Consensus
|
||||
|
||||
### Topologies
|
||||
- `hierarchical` - Queen controls workers directly
|
||||
- `mesh` - Fully connected peer network
|
||||
- `hierarchical-mesh` - Hybrid (recommended)
|
||||
- `adaptive` - Dynamic based on load
|
||||
|
||||
### Consensus Strategies
|
||||
- `byzantine` - BFT (tolerates f < n/3 faulty)
|
||||
- `raft` - Leader-based (tolerates f < n/2)
|
||||
- `gossip` - Epidemic for eventual consistency
|
||||
- `crdt` - Conflict-free replicated data types
|
||||
- `quorum` - Configurable quorum-based
|
||||
|
||||
## V3 Performance Targets
|
||||
|
||||
| Metric | Target |
|
||||
|--------|--------|
|
||||
| Flash Attention | 2.49x-7.47x speedup |
|
||||
| HNSW Search | 150x-12,500x faster |
|
||||
| Memory Reduction | 50-75% with quantization |
|
||||
| MCP Response | <100ms |
|
||||
| CLI Startup | <500ms |
|
||||
| SONA Adaptation | <0.05ms |
|
||||
|
||||
## 📊 Performance Optimization Protocol
|
||||
|
||||
### Automatic Performance Tracking
|
||||
```bash
|
||||
# After any significant operation, track metrics
|
||||
Bash("npx @claude-flow/cli@latest hooks post-command --command '[operation]' --track-metrics true")
|
||||
|
||||
# Periodically run benchmarks (every major feature)
|
||||
Bash("npx @claude-flow/cli@latest performance benchmark --suite all")
|
||||
|
||||
# Analyze bottlenecks when performance degrades
|
||||
Bash("npx @claude-flow/cli@latest performance profile --target '[component]'")
|
||||
```
|
||||
|
||||
### Session Persistence (Cross-Conversation Learning)
|
||||
```bash
|
||||
# At session start - restore previous context
|
||||
Bash("npx @claude-flow/cli@latest session restore --latest")
|
||||
|
||||
# At session end - persist learned patterns
|
||||
Bash("npx @claude-flow/cli@latest hooks session-end --generate-summary true --persist-state true --export-metrics true")
|
||||
```
|
||||
|
||||
### Neural Pattern Training
|
||||
```bash
|
||||
# Train on successful code patterns
|
||||
Bash("npx @claude-flow/cli@latest neural train --pattern-type coordination --epochs 10")
|
||||
|
||||
# Predict optimal approach for new tasks
|
||||
Bash("npx @claude-flow/cli@latest neural predict --input '[task description]'")
|
||||
|
||||
# View learned patterns
|
||||
Bash("npx @claude-flow/cli@latest neural patterns --list")
|
||||
```
|
||||
|
||||
## 🔧 Environment Variables
|
||||
|
||||
```bash
|
||||
# Configuration
|
||||
CLAUDE_FLOW_CONFIG=./claude-flow.config.json
|
||||
CLAUDE_FLOW_LOG_LEVEL=info
|
||||
|
||||
# Provider API Keys
|
||||
ANTHROPIC_API_KEY=sk-ant-...
|
||||
OPENAI_API_KEY=sk-...
|
||||
GOOGLE_API_KEY=...
|
||||
|
||||
# MCP Server
|
||||
CLAUDE_FLOW_MCP_PORT=3000
|
||||
CLAUDE_FLOW_MCP_HOST=localhost
|
||||
CLAUDE_FLOW_MCP_TRANSPORT=stdio
|
||||
|
||||
# Memory
|
||||
CLAUDE_FLOW_MEMORY_BACKEND=hybrid
|
||||
CLAUDE_FLOW_MEMORY_PATH=./data/memory
|
||||
```
|
||||
|
||||
## 🔍 Doctor Health Checks
|
||||
|
||||
Run `npx @claude-flow/cli@latest doctor` to check:
|
||||
- Node.js version (20+)
|
||||
- npm version (9+)
|
||||
- Git installation
|
||||
- Config file validity
|
||||
- Daemon status
|
||||
- Memory database
|
||||
- API keys
|
||||
- MCP servers
|
||||
- Disk space
|
||||
- TypeScript installation
|
||||
|
||||
## 🚀 Quick Setup
|
||||
|
||||
```bash
|
||||
# Add MCP servers (auto-detects MCP mode when stdin is piped)
|
||||
claude mcp add claude-flow -- npx -y @claude-flow/cli@latest
|
||||
claude mcp add ruv-swarm -- npx -y ruv-swarm mcp start # Optional
|
||||
claude mcp add flow-nexus -- npx -y flow-nexus@latest mcp start # Optional
|
||||
|
||||
# Start daemon
|
||||
npx @claude-flow/cli@latest daemon start
|
||||
|
||||
# Run doctor
|
||||
npx @claude-flow/cli@latest doctor --fix
|
||||
```
|
||||
|
||||
## 🎯 Claude Code vs CLI Tools
|
||||
|
||||
### Claude Code Handles ALL EXECUTION:
|
||||
- **Task tool**: Spawn and run agents concurrently
|
||||
- File operations (Read, Write, Edit, MultiEdit, Glob, Grep)
|
||||
- Code generation and programming
|
||||
- Bash commands and system operations
|
||||
- TodoWrite and task management
|
||||
- Git operations
|
||||
|
||||
### CLI Tools Handle Coordination (via Bash):
|
||||
- **Swarm init**: `npx @claude-flow/cli@latest swarm init --topology <type>`
|
||||
- **Swarm status**: `npx @claude-flow/cli@latest swarm status`
|
||||
- **Agent spawn**: `npx @claude-flow/cli@latest agent spawn -t <type> --name <name>`
|
||||
- **Memory store**: `npx @claude-flow/cli@latest memory store --key "mykey" --value "myvalue" --namespace patterns`
|
||||
- **Memory search**: `npx @claude-flow/cli@latest memory search --query "search terms"`
|
||||
- **Memory list**: `npx @claude-flow/cli@latest memory list --namespace patterns`
|
||||
- **Memory retrieve**: `npx @claude-flow/cli@latest memory retrieve --key "mykey" --namespace patterns`
|
||||
- **Hooks**: `npx @claude-flow/cli@latest hooks <hook-name> [options]`
|
||||
|
||||
## 📝 Memory Commands Reference (IMPORTANT)
|
||||
|
||||
### Store Data (ALL options shown)
|
||||
```bash
|
||||
# REQUIRED: --key and --value
|
||||
# OPTIONAL: --namespace (default: "default"), --ttl, --tags
|
||||
npx @claude-flow/cli@latest memory store --key "pattern-auth" --value "JWT with refresh tokens" --namespace patterns
|
||||
npx @claude-flow/cli@latest memory store --key "bug-fix-123" --value "Fixed null check" --namespace solutions --tags "bugfix,auth"
|
||||
```
|
||||
|
||||
### Search Data (semantic vector search)
|
||||
```bash
|
||||
# REQUIRED: --query (full flag, not -q)
|
||||
# OPTIONAL: --namespace, --limit, --threshold
|
||||
npx @claude-flow/cli@latest memory search --query "authentication patterns"
|
||||
npx @claude-flow/cli@latest memory search --query "error handling" --namespace patterns --limit 5
|
||||
```
|
||||
|
||||
### List Entries
|
||||
```bash
|
||||
# OPTIONAL: --namespace, --limit
|
||||
npx @claude-flow/cli@latest memory list
|
||||
npx @claude-flow/cli@latest memory list --namespace patterns --limit 10
|
||||
```
|
||||
|
||||
### Retrieve Specific Entry
|
||||
```bash
|
||||
# REQUIRED: --key
|
||||
# OPTIONAL: --namespace (default: "default")
|
||||
npx @claude-flow/cli@latest memory retrieve --key "pattern-auth"
|
||||
npx @claude-flow/cli@latest memory retrieve --key "pattern-auth" --namespace patterns
|
||||
```
|
||||
|
||||
### Initialize Memory Database
|
||||
```bash
|
||||
npx @claude-flow/cli@latest memory init --force --verbose
|
||||
```
|
||||
|
||||
**KEY**: CLI coordinates the strategy via Bash, Claude Code's Task tool executes with real agents.
|
||||
|
||||
## Support
|
||||
|
||||
- Documentation: https://github.com/ruvnet/claude-flow
|
||||
- Issues: https://github.com/ruvnet/claude-flow/issues
|
||||
|
||||
---
|
||||
|
||||
Remember: **Claude Flow CLI coordinates, Claude Code Task tool creates!**
|
||||
|
||||
# important-instruction-reminders
|
||||
Do what has been asked; nothing more, nothing less.
|
||||
NEVER create files unless they're absolutely necessary for achieving your goal.
|
||||
ALWAYS prefer editing an existing file to creating a new one.
|
||||
NEVER proactively create documentation files (*.md) or README files. Only create documentation files if explicitly requested by the User.
|
||||
Never save working files, text/mds and tests to the root folder.
|
||||
|
||||
## 🚨 SWARM EXECUTION RULES (CRITICAL)
|
||||
1. **SPAWN IN BACKGROUND**: Use `run_in_background: true` for all agent Task calls
|
||||
2. **SPAWN ALL AT ONCE**: Put ALL agent Task calls in ONE message for parallel execution
|
||||
3. **TELL USER**: After spawning, list what each agent is doing (use emojis for clarity)
|
||||
4. **STOP AND WAIT**: After spawning, STOP - do NOT add more tool calls or check status
|
||||
5. **NO POLLING**: Never poll TaskOutput or check swarm status - trust agents to return
|
||||
6. **SYNTHESIZE**: When agent results arrive, review ALL results before proceeding
|
||||
7. **NO CONFIRMATION**: Don't ask "should I check?" - just wait for results
|
||||
|
||||
Example spawn message:
|
||||
```
|
||||
"I've launched 4 agents in background:
|
||||
- 🔍 Researcher: [task]
|
||||
- 💻 Coder: [task]
|
||||
- 🧪 Tester: [task]
|
||||
- 👀 Reviewer: [task]
|
||||
Working in parallel - I'll synthesize when they complete."
|
||||
```
|
||||
Reference in New Issue
Block a user