1. Search Graphiti for similar past work (group_id="screengraph")
   - Past specs in this domain
   - Implementation patterns
   - Known gotchas and workarounds
   
2. Get MCP orchestrator recommendations
   - Which vibe to use
   - Top 3 MCPs prioritized
   - Relevant skills available
   
3. Surface actionable context
   - Files to review
   - Architecture patterns
   - Past decisions
   - Starting points

// Search 1: Past specs in domain
search_memory_nodes({
  query: "spec [domain] [feature-type]",
  group_ids: ["screengraph"],
  max_nodes: 10
});

// Search 2: Implementation patterns
search_memory_nodes({
  query: "[domain] implementation patterns best practices",
  group_ids: ["screengraph"],
  max_nodes: 10
});

// Search 3: Known gotchas
search_memory_facts({
  query: "[technology] gotchas workarounds issues",
  group_ids: ["screengraph"],
  max_facts: 10
});

suggest_mcps({
  task: "[user's task description]",
  include_examples: false  // Brief mode
});

## 🎯 Before-Task Context: [Task]

### 📚 Similar Past Work
- [Spec/solution 1 with key learnings]
- [Spec/solution 2 with gotchas]
- [Pattern 3 from past implementation]

### 🎭 Recommended Setup
**Vibe**: [vibe_name] (skills: [skill1, skill2])
**MCPs**: 
1. [MCP 1] - [purpose]
2. [MCP 2] - [purpose]
3. [MCP 3] - [purpose]

### 📁 Files to Review
- [file 1] - [why relevant]
- [file 2] - [why relevant]

### ⚠️ Known Gotchas
- [Gotcha 1 with workaround]
- [Gotcha 2 with workaround]

### 🚀 Suggested Approach
1. [Step 1 based on past patterns]
2. [Step 2]
3. [Step 3]

### 📖 Resources (if needed)
- [Relevant documentation or Context7 libraries]

# Discovery phase
@before-task Research [feature idea]

# Review results
# If similar spec exists → Adapt
# If new → Proceed

/speckit.specify "[feature]"

# Before major work
@before-task Fix [complex bug]

# Review context
# Create branch
git checkout -b bug-[description]

# Implement using recommended vibe + MCPs