SuperAPI AI Directory

meter-chargeback

Deployment & operations

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Updated 10-23 23:07

About this skill

CocoMeter Chargeback

Use this skill for $meter chargeback refresh, $meter chargeback invoice, and $meter chargeback onboarding.

Before proceeding, verify that .cocoplus/ exists. If not, output: "CocoPlus not initialized. Run $pod init first." Then stop.

Source Rules

CocoMeter chargeback reads token/inference usage from Snowflake's Cortex Code usage history surfaces and, when enabled, warehouse compute from query attribution history. Treat the chargeback fact table as governance evidence, not a cosmetic dashboard:

  • Token credits come from the Cortex Code CLI, Desktop, and Snowsight usage history surfaces.
  • Warehouse credits join through query_tag.app and QUERY_ATTRIBUTION_HISTORY.CREDITS_ATTRIBUTED_COMPUTE.
  • includeWarehouse in cocoplus.toml controls whether warehouse credits are included.
  • SNOWFLAKE.LOCAL.AI_OBSERVABILITY_EVENTS CodingAgent.Step-0 spans are used for near-real-time observability when present.
  • Exclude SYSTEM, sandbox runs, and background metadata-query traffic.

$meter chargeback refresh

Run a 35-day trailing delete/insert refresh. On first setup, load 60 days. Schedule the Snowflake task for 06:00 UTC daily.

For local validation or dry-run fixtures, use:

invoke cocometer/chargeback-refresh --input <fixture.json>

The applies the same deterministic rules used by the warehouse implementation:

  • Strip <system-reminder>...</system-reminder> blocks before prompt persistence.
  • Extract SQL from tool argument arrays.
  • Resolve cost centers in this order: explicit user map, user object tag, role map, UNMAPPED.
  • Produce invoice-ready per-user totals.

$meter chargeback invoice

Generate one HTML and one CSV invoice package per user from the refreshed chargeback facts. Each invoice must include token credits, warehouse credits when included, total credits, credit-rate amount, cost center, and unmapped status.

$meter chargeback onboarding

Report setup readiness:

  • schemaReady
  • factHasData
  • costCentersMapped
  • unmappedUsers
  • spansPresent

Block any "chargeback ready" claim until the checklist is green or the remaining gaps are explicitly listed.

Anti-Rationalization

Shortcut Why It Fails
Bill every warehouse query by user only Query attribution must be tied back through Coco usage context; otherwise unrelated Snowflake work is charged to CocoPlus
Keep system reminders in prompts System reminders are infrastructure text, not billable user intent
Auto-map unknown users UNMAPPED is deliberate governance signal, not an error to hide
Ignore missing spans Chargeback can still run, but near-real-time observability is not ready

Exit Criteria

  • Refresh excludes SYSTEM, sandbox, and background metadata records
  • Cost center resolution uses all four levels
  • Invoice output includes token and optional warehouse credits
  • Onboarding checklist reports unmapped users and span presence