← ClaudeAtlas

kg-researchlisted

Research using ONLY knowledge graph semantic search (no file tools, forces KG-first approach)
hotak92/vibecoded-orchestrator · ★ 3 · AI & Automation · score 72
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 --- ## 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