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S13 · Pipeline skill

Check usage and costs

Check the budget before submitting batch jobs, then reconcile costs against recorded usage.

Budget reservation + batch calls + ledger and human reconciliation

Pipeline
4 steps
Human review
1
Components
5
Proposed composition; integration pendingSynthetic data
Download · ZIP · 19KB Pipeline
Check usage and costs — Synthetic walkthrough of inputs, step handoffs, human review and the final result. Live services still need integration.

01Pipeline

Base pipeline

Ordered steps. Each consumes the previous output; review gates hold until a person accepts.

Starts from
Batch jobs, pricing rules and available budget
Delivers
Human-confirmed bill or unresolved discrepancies

Review contract

People decide at review gates; components supply data, drafts or review surfaces. Unaccepted outputs do not advance.

Integration note

Pricing semantics differ; choose one billing owner and retain unpriced items to prevent duplicate debits.

  1. 01

    Check available budget

    Input
    Batch jobs, pricing rules and available budget
    Output
    Verified funding records and budget reservations
  2. 02

    Submit and collect results

    Input
    Verified funding records and budget reservations
    Output
    Job results and provider usage records
  3. 03

    Account for request costs

    Input
    Job results and provider usage records
    Output
    Traceable usage and cost ledger
  4. 04

    Review discrepancies

    Human review
    Input
    Traceable usage and cost ledger
    Output
    Human-confirmed bill or unresolved discrepancies

    Decided byAssigned reviewer or requesting user

02Industry versions

Industry versions

Finance Transferable use Link a research desk's batch model jobs to the cost ledger and explain unpriced items and budget discrepancies.

Adaptation Use for research-tool operating costs; choose one billing owner and align units, separate from financial trade settlement.

  1. 01

    Check research budget balance

    Input
    Research batch jobs, department budget and price table
    Output
    Verified funding records and job reservations
  2. 02

    Run batch research requests

    Input
    Verified funding records and job reservations
    Output
    Research job results and usage records
  3. 03

    Allocate department request costs

    Input
    Research job results and usage records
    Output
    Department job cost ledger
  4. 04

    Finance reviews discrepancies

    Human review
    Input
    Department job cost ledger
    Output
    Confirmed bill and unresolved costs

    Decided byAssigned reviewer or requesting user

Finance · Solutions →
Government & public services Transferable use Account for public inquiry assistant batch jobs by department budget and have staff review unpriced and duplicate charges.

Adaptation Internal tooling cost management requires mapping top-up and settlement components to the applicable budgeting process, without claiming compliance with a specific regime.

  1. 01

    Check department budgets and reservations

    Input
    Department job list, budget and internal pricing rules
    Output
    Verified budget balances and task reservations
  2. 02

    Submit public-information batch jobs

    Input
    Verified budget balances and task reservations
    Output
    Job results and provider usage
  3. 03

    Allocate request costs by department

    Input
    Job results and provider usage
    Output
    Traceable department cost ledger
  4. 04

    Staff review cost differences

    Human review
    Input
    Traceable department cost ledger
    Output
    Confirmed costs and investigation list

    Decided byAssigned reviewer or requesting user

Government & public services · Solutions →

03Parameters

Parameters

From the pack’s params.schema.json. Choose values to build a synthetic request.

skills/_pipelines/check-usage-and-costs/params.schema.json

Request (synthetic)
{
  "synthetic": true,
  "run_id": "synthetic-example",
  "locale": "en",
  "industry": "base",
  "adapter_mode": "local",
  "records": [
    {
      "id": "synthetic-record-1",
      "synthetic": true,
      "text": "Synthetic observation A: a draft needs review."
    },
    {
      "id": "synthetic-record-2",
      "synthetic": true,
      "text": "Synthetic observation B: retain the unresolved question."
    }
  ],
  "decisions": {}
}

04Member components

Member components

05Skills pack

Skills pack

Runnable reference on synthetic fixtures with tests. Domain contracts, services and approvals still need integration.

check-usage-and-costs-1.0.0.zip

Contains SKILL.md, pipeline.json, params.schema.json, runner, tests, fixtures, integration checklist and sources.

Synthetic workflow reference; service integration pending

Download · 19KB

SHA-256 a480688bd2d0b6fb32fe800052384b0bdb787925339aa61af2caf0ccccbc8e64