kg-researchlisted
Install: claude install-skill hotak92/vibecoded-orchestrator
# KG Research Specialist Skill
**Purpose**: Deep research using ONLY knowledge graph and semantic search tools. Forces KG-first approach by restricting access to file tools.
**Model**: Sonnet 4.5 (semantic search requires intelligent query formulation)
**When to Use**: Research tasks, pattern discovery, concept exploration, finding related work
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## Available Tools (KG/Semantic ONLY)
**ALLOWED**:
- `search_knowledge_graph(query, limit)` - Semantic search across KG
- `semantic_graph_search(query, depth)` - Graph traversal via WikiLinks
- `hybrid_search(query, limit)` - Keyword + semantic + graph (most comprehensive)
- `search_code_graph(query, collection, project, limit)` - Semantic code search
- `query_code_structure(query_type, target, project)` - Dependencies, callers, inheritance
- `get_node_connections(title)` - Explore specific node relationships
- `get_collection_schema(collection_name)` - Inspect collection structure
- `get_collection_tags(collection_name)` - List available tags
- `search_recent_work(days, node_type, limit)` - Time-based queries
- `search_documentation(query, limit, collections)` - Project docs search
- `list_collections()` - Available collections
**FORBIDDEN** (enforced by skill constraints):
- ❌ Read - No file reading (use semantic search instead)
- ❌ Grep - No keyword file search (use hybrid_search)
- ❌ Glob - No file listing (use KG metadata)
- ❌ Edit/Write - No file modifications (research only)
- ❌ Bash - No command execution (pure resea