search-content

# Search Content Skill

Navigate and search the knowledge base efficiently using AkashicRecords directory governance structure.

## When to use this Skill

- User asks "where is", "find", "search for"
- User queries file locations
- User looks for specific topics or content
- User needs to navigate knowledge base
- User asks "do I have notes about..."

## Workflow

### 1. Analyze Query

**Parse user request**:
- Extract keywords and topics
- Identify search scope (specific directory or entire knowledge base)
- Determine search type (filename, content, topic, date-based)
- Assess query specificity (exact match vs fuzzy search)

**Examples**:
```
"Where are my transformer notes?" → Topic search, keyword: "transformer"
"Find files modified last week" → Date-based search
"Search for 'attention mechanism' in Research" → Content search, scoped to Research/
"List all meeting notes from October" → Category + date search
```

### 2. Choose Search Strategy

Select appropriate strategy based on query:

#### Strategy 1: Structured Navigation (Preferred)
**When to use**:
- Query mentions directory names (Work, Research, Personal, etc.)
- Looking for specific categories or types
- Query has clear organizational clues

**Method**:
- Start at root README.md or specified directory
- Follow directory index structure
- Use README.md files as curated navigation guides
- Narrow down systematically

**Advantages**:
- Fast and efficient
- Leverages existing organization
- Follows curated structure

#### Strategy 2: Pattern Search
**When to use**:
- Looking for filenames matching patterns
- User provides specific naming clues
- Need to find files by naming convention

**Method**:
- Use Glob for filename patterns: `**/*keyword*.md`
- Filter by date if needed: files modified in last N days
- Use multiple patterns for comprehensive search

**Advantages**:
- Direct filename matching
- Fast for filename-based queries
- Good for date-based searches

#### Strategy 3: Deep Content Search
**When to