orchestrator-telemetry

Standardize multi-agent telemetry by enforcing a fixed telemetry line format and per-role context manifests for every dispatched subtask. This ensures consistent auditability across lead, executor, reviewer, and integration-checker roles during provisioning and execution phases.

A context manifest in task management orchestration is a structured record containing file sources and byte accounting for each agent role. It standardizes context delivery to ensure consistent telemetry and auditability across multi-agent execution workflows.

Aggregate task-level summaries for cost attribution by enforcing centralized telemetry collection from dispatched agents. This governance process compiles per-subtask telemetry lines and context manifests into an aggregated audit for compliance and performance insights.

Yes, you can audit telemetry across lead, executor, reviewer, and integration-checker roles. The Skill enforces per-role context manifests and a fixed telemetry format, enabling consistent task-level auditing and cost attribution across multi-agent workflows.

Track subtask performance in a multi-agent system by configuring agents to emit a standardized telemetry line and context manifest per subtask. This centralized aggregation supports task-level insights, cost attribution, and consistent workflow auditing.

No specific dependencies are required to implement agent telemetry and aggregation. The Skill provides guidelines to configure agents to emit telemetry lines and context manifests, which are then aggregated for centralized task-level summaries and compliance auditing.