Triggered on runtime errors in the scan loop. Diagnoses the root cause, writes a targeted fix to src/, and reports what changed. The calling harness runs pytest before merging — if tests fail, the fix is reverted automatically.
Post-trade feedback loop system: shaped-reward logging, diagnostics, and self-heal. Use when investigating trade outcomes, checking system health, or understanding automated corrective actions.
Buddy MCP server: 15 tools for system observability, feedback loop control, OANDA state, and knowledge management. Use when querying system health, investigating trades, or triggering diagnostics/self-heal.
Spawned automatically on trade close by ClaudeReflectionHandler. Reads the just-closed trade, compares prediction to outcome, and writes structured learnings / rule drafts / weight proposals that Buddy picks up on the next scan cycle.
Triggered on runtime errors in the scan loop. Diagnoses the root cause, writes a targeted fix to src/, and reports what changed. The calling harness runs pytest before merging — if tests fail, the fix is reverted automatically.
Spawned automatically on trade close by ClaudeReflectionHandler. Reads the just-closed trade, compares prediction to outcome, and writes structured learnings / rule drafts / weight proposals that Buddy picks up on the next scan cycle.
Tune or audit ML Engine gate thresholds as a coordinated adaptive system. Use when confidence, momentum, risk, or agent-consensus thresholds are being changed; when one static gate bottlenecks an otherwise adaptive pipeline; or when the scanner alternates…
Review changes to ML Engine's execution path, broker integration, and risk enforcement. Use when modifying `execution.py`, OANDA adapters, sizing, routing, or trade approval logic. Focus on preserving gate integrity, R:R minimums, correlation/risk controls,…