cost-report

name	cost-report
description	Show AI/LLM spending, budget usage, and operational cost metrics. Use when the user says "how much have we spent", "cost report", "show costs", "budget status", or "spending breakdown".

Cost Report

Shows Glad Labs pipeline spending and budget consumption by combining two API endpoints:

• GET /api/metrics/costs/budget — daily/monthly spend vs. configured limits
• GET /api/metrics/operational — task counts and throughput metrics that indirectly reflect cost

Costs are primarily electricity for local GPU inference (Ollama + image-gen on RTX 5090). Per-token "cost" is calculated from GPU power draw × duration × electricity_rate_kwh (currently $0.2552/kWh, Rhode Island residential).

Usage

scripts/run.sh                # Full report (budget + operational)
scripts/run.sh budget         # Budget status only
scripts/run.sh operational    # Operational metrics only

Parameters

None.

Output

• Budget: month-to-date spend, monthly limit, daily spend, daily limit, headroom left.
• Operational: pending / in_progress / awaiting_approval / failed task counts, worker running status, last-run timestamps.

The two endpoints are independent — budget shows money, operational shows throughput. Read them together to answer "are we on track this month and is the worker actually doing anything".