fluid_feedback:
  schema_version: "0.1"

  id: "F-9821"
  interface_id: "customer-finance-api"
  received_at: "2026-08-28T09:12:00Z"
  cohort: "coding-agents"
  revision: "R-000220"

  goal: "produce monthly account statement"
  missing_capability: "consolidated-period-summary"
  attempted_operations:
    - "list-transactions"
    - "get-balances"
  outcome: "capability unavailable"
  workaround:
    - "aggregate-locally"
    - "infer-closing-balance"
  confidence: 0.94
  impact:
    calls: 18
    latency_ms: 2810