Skill: Concept Exploration¶

Capability¶

Track where a concept appears across the library and find source attribution.

Fulfills Activity¶

Tool Workflow¶

┌─────────────────────────────────────┐
│ 1. concept_search(concept)          │
│    Find concept and discussions     │
│    → preserve: sources, chunks      │
└────────────┬────────────────────────┘
             │
             ▼
┌─────────────────────────────────────┐
│ 2. source_concepts(concept)         │
│    Get full source list             │
│    → preserve: titles, authors      │
└────────────┬────────────────────────┘
             │
             ▼
┌─────────────────────────────────────┐
│ 3. chunks_search(source, concept)   │◄──┐
│    Get specific passages            │   │ LOOP: for key
│    → preserve: quotes, pages        │   │ sources (2-3)
└────────────┬────────────────────────┘   │
             │                            │
             ├── need more detail? ───────┘
             │
             ▼
┌─────────────────────────────────────┐
│ 4. SYNTHESIZE                       │
│    Present sources and passages     │
└─────────────────────────────────────┘

Tool Details¶

Step 1: Find Concept¶

Tool: concept_search
Input: concept name (1-3 words)
Output: Concept metadata, sources, chunks

Step 2: Get Sources (if needed)¶

Tool: source_concepts
Input: concept (or array of concepts)
Output: Documents with concept coverage

Context to Preserve¶

Item	Purpose
Concept name	Maintain focus
Source paths	For deeper exploration
Key passages	For citations

Stop Conditions¶

Found sources discussing the concept
Can cite specific passages
Maximum 3-4 tool calls