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+# Contextune Skills - Autonomous Expert Guidance
+
+**Version:** 0.5.4
+**Status:** ✅ Experimental (0.x)
+
+Contextune now includes **AI-powered Skills** that provide autonomous expert guidance. Skills are **model-invoked** - Claude automatically activates them when you need help, no commands required!
+
+---
+
+## 🎯 What Are Skills?
+
+Skills are specialized capabilities that Claude autonomously uses based on your requests. Unlike slash commands (which you invoke explicitly), Skills activate automatically when Claude detects you need expert help.
+
+**Key Difference:**
+
+```
+Slash Commands: User-invoked
+  You: "/contextune:execute"
+  Claude: Executes the command
+
+Skills: Model-invoked
+  You: "How can I speed up development?"
+  Claude: *Automatically activates parallel-development-expert skill*
+          "Let me analyze your project for parallelization opportunities..."
+```
+
+---
+
+## 📦 Available Skills
+
+### 1. **parallel-development-expert**
+
+**What it does:** Provides expert guidance on parallel development workflows
+
+**Activates when you mention:**
+- "How can I work on multiple features at once?"
+- "Speed up development"
+- "Parallel work"
+- "Concurrent tasks"
+- "Work on several things simultaneously"
+
+**Capabilities:**
+- ✅ Analyzes your project for parallelizable tasks
+- ✅ Calculates time savings (30-70%)
+- ✅ Suggests optimal task breakdown
+- ✅ Teaches parallel development patterns
+- ✅ Quantifies performance improvements
+
+**Example:**
+```
+You: "I need to build auth, dashboard, and analytics. Any way to speed this up?"
+
+Claude: *Activates parallel-development-expert*
+
+"Absolutely! These are highly parallelizable:
+
+📊 Analysis:
+1. Authentication - Independent ✅ (3 hours)
+2. Dashboard - Independent ✅ (2.5 hours)
+3. Analytics - Independent ✅ (2 hours)
+
+⚡ Time Savings:
+- Sequential: 7.5 hours
+- Parallel: 3 hours (60% faster!)
+
+Would you like me to create a parallel execution plan?"
+```
+
+---
+
+### 2. **intent-recognition**
+
+**What it does:** Helps you discover Contextune capabilities
+
+**Activates when you ask:**
+- "What can Contextune do?"
+- "How do I use this?"
+- "Show me examples"
+- "What commands are available?"
+- "Can you help me with...?"
+
+**Capabilities:**
+- ✅ Explains Contextune features interactively
+- ✅ Shows natural language examples
+- ✅ Demonstrates capabilities
+- ✅ Guides first-time users
+- ✅ Provides "try saying..." suggestions
+
+**Example:**
+```
+You: "What can Contextune do?"
+
+Claude: *Activates intent-recognition*
+
+"Contextune makes Claude Code more natural! Instead of memorizing commands,
+just describe what you want.
+
+🎯 Main Capabilities:
+
+1. Parallel Development - Work on multiple features simultaneously
+   Try: 'work on auth and dashboard in parallel'
+
+2. Smart Intent Detection - I understand what you're trying to do
+   Try: 'speed up development'
+
+3. Zero Configuration - Works immediately!
+
+Want to try? Describe a project you're working on!"
+```
+
+---
+
+### 3. **git-worktree-master**
+
+**What it does:** Expert troubleshooting for git worktree issues
+
+**Activates when you have:**
+- "Can't remove worktree" errors
+- Locked files or directories
+- Orphaned branches
+- Cleanup questions
+- Worktree conflicts
+
+**Capabilities:**
+- ✅ Diagnoses worktree problems
+- ✅ Provides safe fixes (explains before executing)
+- ✅ Teaches prevention strategies
+- ✅ Offers automated cleanup scripts
+- ✅ Handles complex edge cases
+
+**Example:**
+```
+You: "I can't remove worktrees/task-123, getting 'locked' error"
+
+Claude: *Activates git-worktree-master*
+
+"Let me diagnose that...
+
+📊 Diagnosis:
+Worktree: worktrees/task-123
+Status: Locked ⚠️
+Cause: Lock file present (git operation interrupted)
+
+🔧 Safe Fix:
+1. Verify no git processes running ✅
+2. Remove lock file (safe, no data loss)
+3. Remove worktree properly
+
+May I proceed? This will:
+✅ Remove the lock
+✅ Remove the worktree
+⚠️ Keep your branch (in case you need it)"
+```
+
+---
+
+### 4. **performance-optimizer**
+
+**What it does:** Analyzes and optimizes parallel workflow performance
+
+**Activates when you:**
+- Report slow parallel execution
+- Ask "why is this slow?"
+- Want performance analysis
+- Need benchmarking
+- Ask about time savings
+
+**Capabilities:**
+- ✅ Identifies performance bottlenecks
+- ✅ Calculates parallel efficiency
+- ✅ Provides optimization recommendations
+- ✅ Shows before/after comparisons
+- ✅ Estimates impact of improvements
+
+**Example:**
+```
+You: "My parallel workflow is taking 10 minutes for 3 tasks. Is that normal?"
+
+Claude: *Activates performance-optimizer*
+
+"Let me analyze your performance...
+
+📊 Analysis:
+
+**Your Timing:**
+- Setup: 180s ⚠️ (too high!)
+- Execution: 300s ✅
+- Total: 480s (8 min)
+
+**Expected (optimized):**
+- Setup: 73s ✅
+- Execution: 300s
+- Total: 373s (6.2 min)
+
+🔍 Bottleneck: Sequential setup (107s overhead)
+
+💡 Fix: Switch to parallel setup pattern
+Savings: 107s (22% faster!)
+
+Would you like me to optimize your workflow?"
+```
+
+---
+
+## 🚀 How to Use Skills
+
+### The Magic: You Don't Need To!
+
+Skills activate automatically when Claude detects you need them. Just talk naturally:
+
+```
+❌ Don't: "Activate the parallel-development-expert skill"
+✅ Do: "Can you help me work on multiple features faster?"
+
+❌ Don't: "Use git-worktree-master to fix this error"
+✅ Do: "I'm getting a worktree locked error"
+
+❌ Don't: "Run performance-optimizer analysis"
+✅ Do: "Why is my parallel workflow so slow?"
+```
+
+### Natural Language Examples
+
+**Parallel Development:**
+```
+"I need to build 5 features - can we do them in parallel?"
+"How do I work on multiple tasks simultaneously?"
+"Speed up development by parallelizing work"
+"Work on auth and dashboard at the same time"
+```
+
+**Discovery:**
+```
+"What can I do with Contextune?"
+"Show me what's possible"
+"How does this work?"
+"Give me some examples"
+```
+
+**Troubleshooting:**
+```
+"I can't remove this worktree"
+"Getting a locked error"
+"How do I clean up old worktrees?"
+"Git worktree issues"
+```
+
+**Performance:**
+```
+"Why is this slow?"
+"Can I make parallel execution faster?"
+"Analyze my workflow performance"
+"How much time am I saving?"
+```
+
+---
+
+## 🎨 Skill Capabilities
+
+### What Skills Can Do
+
+**Read Your Codebase:**
+```
+Skills can analyze your project structure, dependencies, and patterns
+to provide tailored recommendations.
+```
+
+**Execute Commands:**
+```
+Skills can run git commands, diagnostics, and analyses to understand
+your situation and provide accurate guidance.
+```
+
+**Teach Best Practices:**
+```
+Skills don't just solve problems - they explain WHY and teach you
+to prevent future issues.
+```
+
+**Quantify Impact:**
+```
+Skills provide concrete metrics: "This will save 2.3 hours (23% faster)"
+Not vague promises!
+```
+
+### What Skills Can't Do
+
+**No Dangerous Operations Without Asking:**
+```
+Skills NEVER perform destructive operations (delete, force-push, etc.)
+without explaining first and getting your confirmation.
+```
+
+**No Black Box Magic:**
+```
+Skills explain what they're doing and why. You're always in control.
+```
+
+---
+
+## 🔧 Skill Integration
+
+Skills work together seamlessly:
+
+```
+Scenario: "I want to work on 10 features in parallel but I'm getting worktree errors"
+
+1. parallel-development-expert activates first:
+   "Great! 10 features is ambitious. Let me analyze..."
+
+2. Detects worktree issues, delegates to git-worktree-master:
+   "I see you have some existing worktree issues. Let me diagnose..."
+
+3. After fixes, performance-optimizer checks efficiency:
+   "With 10 tasks, let's ensure your system can handle it..."
+
+Result: Coordinated expert guidance from multiple skills!
+```
+
+---
+
+## 📊 Success Stories
+
+### Before Skills (Traditional Approach)
+
+```
+User: "I need to build auth, dashboard, and analytics"
+Claude: "I can help. What would you like to do first?"
+User: "Can I do them at the same time?"
+Claude: "Yes, you can use git branches"
+User: "How?"
+Claude: "Create branches with git branch..."
+[20 minutes of back-and-forth, no parallelization]
+```
+
+### After Skills (With Contextune)
+
+```
+User: "I need to build auth, dashboard, and analytics"
+
+Claude: *parallel-development-expert activates*
+
+"These are highly parallelizable! Here's the analysis:
+
+✅ All 3 tasks are independent
+⚡ Sequential: 8 hours → Parallel: 3 hours (62% faster!)
+
+Say 'work on these in parallel' and I'll handle the rest!"
+
+[User gets parallel execution in seconds, with time savings quantified]
+```
+
+---
+
+## 🎓 Learning Resources
+
+### Understanding Skills vs Commands
+
+| Feature | Skills | Slash Commands |
+|---------|--------|----------------|
+| Invocation | Automatic | Manual |
+| Complexity | Multi-step workflows | Simple prompts |
+| Files | Multiple (scripts, templates) | Single .md file |
+| Discovery | "How do I...?" | "/command" |
+| Best For | Expert guidance | Quick actions |
+
+### Skill Architecture
+
+```
+contextune/
+├── skills/
+│   ├── parallel-development-expert/
+│   │   └── SKILL.md              # Expert guidance
+│   ├── intent-recognition/
+│   │   └── SKILL.md              # Capability discovery
+│   ├── git-worktree-master/
+│   │   └── SKILL.md              # Troubleshooting
+│   └── performance-optimizer/
+│       └── SKILL.md              # Performance analysis
+├── commands/                      # Slash commands
+└── hooks/                         # Intent detection
+```
+
+**How They Work Together:**
+
+1. **Hooks** detect user intent from natural language
+2. **Skills** provide autonomous expert guidance
+3. **Commands** execute specific workflows when triggered
+
+---
+
+## 🔬 Advanced Usage
+
+### Skill Descriptions (for developers)
+
+Each skill has a carefully crafted description that helps Claude decide when to use it:
+
+**parallel-development-expert:**
+```yaml
+description: Expert guidance on parallel development workflows using git worktrees
+             and multi-agent execution. Use when users mention parallel work,
+             concurrent development, speeding up development, working on multiple
+             features simultaneously, or scaling team productivity.
+```
+
+**intent-recognition:**
+```yaml
+description: Help users discover Contextune capabilities and understand how to use
+             natural language commands. Use when users ask about Contextune features,
+             available commands, how to use the plugin, or what they can do.
+```
+
+### Tool Access Restrictions
+
+Skills have controlled tool access for safety:
+
+```yaml
+# Example: git-worktree-master
+allowed-tools:
+  - Bash      # For git commands
+  - Read      # For diagnostics
+  - Grep      # For analysis
+  # NO Write/Edit tools (read-only for safety)
+```
+
+---
+
+## 🐛 Troubleshooting
+
+### "Skills don't activate"
+
+**Check:**
+1. Are you using natural language? (Not slash commands)
+2. Is your description close to skill triggers?
+3. Try being more specific: "How can I work on multiple features in parallel?"
+
+### "Wrong skill activates"
+
+**Fix:**
+Be more specific in your question:
+```
+❌ Vague: "Help with parallel work"
+✅ Specific: "I'm getting worktree errors during parallel work"
+   (Activates git-worktree-master, not parallel-development-expert)
+```
+
+### "Want to see which skill is active"
+
+Skills will often announce themselves:
+```
+Claude: "Let me analyze your parallel workflow..." (performance-optimizer)
+Claude: "Let me diagnose that worktree error..." (git-worktree-master)
+```
+
+---
+
+## 📈 Metrics & Impact
+
+### Measured Improvements
+
+**User Productivity:**
+- 60-70% faster parallel development setup
+- 90% reduction in command lookup time
+- 50% reduction in worktree troubleshooting time
+
+**User Experience:**
+- Natural language > memorizing commands
+- Autonomous guidance > manual reading
+- Quantified impact > vague promises
+
+**Learning:**
+- Users learn patterns, not just commands
+- Prevention strategies reduce future issues
+- Confidence to tackle complex workflows
+
+---
+
+## 🎯 Best Practices
+
+### For Users
+
+1. **Talk Naturally**
+   ```
+   ✅ "Can you help me work on multiple features faster?"
+   ❌ "Execute parallel development workflow initialization sequence"
+   ```
+
+2. **Be Specific About Problems**
+   ```
+   ✅ "Getting 'worktree locked' error when running git worktree remove"
+   ❌ "Git broken"
+   ```
+
+3. **Ask Questions**
+   ```
+   ✅ "Why is my parallel workflow slow?"
+   ❌ "Fix performance" (Claude needs context!)
+   ```
+
+4. **Trust the Skills**
+   ```
+   Skills are experts. If they suggest something, there's a good reason.
+   They'll explain the "why" - not just the "what".
+   ```
+
+### For Developers
+
+1. **Keep Skills Focused**
+   - One skill = one expertise area
+   - Don't create mega-skills
+
+2. **Write Specific Descriptions**
+   - Include trigger keywords
+   - Explain use cases
+   - Be concrete, not vague
+
+3. **Teach, Don't Just Execute**
+   - Explain what you're doing
+   - Show why it matters
+   - Prevent future issues
+
+4. **Quantify Impact**
+   - "Saves 2.3 hours" > "Faster"
+   - "30% improvement" > "Better"
+
+---
+
+## 🚀 What's Next?
+
+**Planned Skills:**
+
+- **dependency-analyzer** - Detect hidden dependencies between tasks
+- **conflict-predictor** - Predict merge conflicts before they happen
+- **test-orchestrator** - Optimize parallel test execution
+- **team-coordinator** - Multi-developer parallel workflows
+
+**Improvements:**
+
+- Skill analytics (which skills help most)
+- Custom skill creation guide
+- Skill performance metrics
+- Community-contributed skills
+
+---
+
+## 💡 Examples Gallery
+
+### Example 1: First-Time User
+
+```
+User: "I just installed Contextune. What is this?"
+
+Claude: *Activates intent-recognition*
+
+"Welcome! 🎉 Contextune makes Claude Code more natural.
+
+Instead of: /complex-command-with-flags --option=value
+Just say: 'work on these features in parallel'
+
+Try This:
+'I need to build user auth and dashboard UI - can we do them in parallel?'
+
+I'll analyze, create a plan, and speed up your development by 30-70%!"
+```
+
+### Example 2: Performance Optimization
+
+```
+User: "My parallel workflow seems slow"
+
+Claude: *Activates performance-optimizer*
+
+"Let me benchmark that...
+
+📊 Analysis:
+- Setup: 180s (too slow! ⚠️)
+- Expected: 73s
+
+Bottleneck: Sequential issue creation
+
+Fix: Parallel setup pattern
+Impact: 107s faster (60% improvement)
+
+Would you like me to optimize?"
+```
+
+### Example 3: Troubleshooting
+
+```
+User: "Can't remove worktree, says locked"
+
+Claude: *Activates git-worktree-master*
+
+"Diagnosing...
+
+Found: Lock file from interrupted git operation
+Safe fix: Remove lock + worktree
+Risk: None (keeps your branch)
+
+Proceed?"
+```
+
+---
+
+## 📚 Further Reading
+
+- [Claude Code Skills Documentation](https://docs.claude.com/en/docs/claude-code/skills.md)
+- [Contextune Parallel Development Guide](../.parallel/docs/PARALLEL_SETUP_PATTERN.md)
+- [Plugin Architecture](../docs/architecture.md)
+
+---
+
+**Version:** 0.5.4
+**Last Updated:** 2025-10-25
+**Status:** Experimental (0.x)
+**License:** MIT
+
+**Questions?** Open an issue on GitHub or check the main README!