Knuckles-Team Research Discovery Pipeline Workflow
CONCEPT:RESEARCH-001
Search for papers, explore categories, and download relevant publications for offline analysis.
Steps
Step 0: Search Papers
Agent: search-agent
Tools: sx_search, graph_query
List available research paper sources and their categories
Expected: source, categories
Step 1: Analyze Papers
Agent: analyzer-agent
Tools: graph_analyze, sx_storage
Search for recent papers on multi-agent orchestration systems
Expected: paper, agent
Step 2: Synthesize Papers
Agent: synthesizer-agent
Tools: graph_analyze, document_tools
Get details on the most relevant paper from the search results
Expected: abstract, author
Step 3: KG Persistence [depends_on: synthesize_papers]
Agent: synthesizer-agent
Tools: graph_write
Persist workflow results as nodes and edges in the Knowledge Graph. Create appropriate typed nodes with metadata and link to existing domain entities.
Output
- Research Discovery Pipeline results persisted in KG
- Structured report (MD/PDF)
- Audit trail with timestamps and agent attributions
Execution
Run this workflow as a dependency-ordered DAG. Steps with no unmet depends_on run in parallel; dependents run after their prerequisites complete.
- Run first (in parallel): Step 0 — Search Papers; Step 1 — Analyze Papers; Step 2 — Synthesize Papers
- After level 0: Step 3 — KG Persistence
Execution: If graph-os is reachable, offload the whole DAG via graph_orchestrate action=execute_workflow (or the kg-delegate skill) for true parallel/swarm execution. Otherwise execute the steps natively in dependency order: run steps with no unmet depends_on in parallel, then their dependents.