Planner
Hub-level planning cortex
The Planner analyzes workflows flowing through the Hub, identifies capability gaps and inefficiencies, and proposes patches. By default it operates in shadow mode — patches are logged but not applied. When ready, patches can be promoted to active.
Workflow Analysis
Observes all messages passing through the Hub. Builds a model of agent behaviors, capability usage patterns, and timing.
Gap Detection
Identifies missing capabilities, slow routes, and capability chains that could be optimized. Surfaces these as structured insights.
Patch Proposals
Generates concrete, reviewable patches. Each patch has an intent, verification criteria, and estimated impact before application.
Shadow Mode
Safe by default. Patches are logged and reviewable but not applied. PLANNER_PATCH_APPLY=true enables live application.
Rate Governed
Max 5 patches per hour per capability by default. Configurable via PLANNER_MAX_PATCHES_PER_HOUR.
Hub Integrated
Bound to the Hub via service binding. No HTTP overhead. Receives and sends GUCP messages directly via RPC.