Knuckles-Team Strategy Hypothesis To Live Workflow
CONCEPT:EE-011
Formulates new trading strategies, runs a swarm debate to vet them, backtests them, and rolls out from paper trade to live capital endpoints.
Steps
Step 1: Hypothesis Generator
Agent: data-fetcher
Tools: graph_query, sx_search
Formulates new trading strategies using historical market regimes and anomalies data.
Expected: strategy-blueprint
Step 2: Swarm Debate [depends_on: hypothesis-generator]
Agent: compute-engine
Tools: graph_analyze
Runs a quant debate between analyst and trader to vet the strategy logic.
Expected: debate-transcript-and-feedback
Step 3: Backtest Evaluator [depends_on: swarm-debate]
Agent: risk-assessor
Tools: graph_query, graph_analyze
Backtests the strategy over 5 years of historical tick-level data.
Expected: backtest-performance-metrics
Step 4: Paper Trade Run [depends_on: backtest-evaluator]
Agent: report-generator
Tools: graph_write, document_tools
Deploys to a simulated paper trading exchange for 30 days to measure forward performance.
Expected: paper-trade-forward-tearsheet
Step 5: Live Deploy Gate [depends_on: paper-trade-run]
Agent: data-fetcher
Tools: graph_query, sx_search
Formally deploys the strategy to live execution with restricted capital limits.
Expected: live-deployment-receipt
Step 6: KG Persistence [depends_on: live-deploy-gate]
Agent: report-generator
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
- Strategy Hypothesis To Live 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 1 — Hypothesis Generator
- After level 0: Step 2 — Swarm Debate
- After level 1: Step 3 — Backtest Evaluator
- After level 2: Step 4 — Paper Trade Run
- After level 3: Step 5 — Live Deploy Gate
- After level 4: Step 6 — 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.