Track OpenClaw model usage and costs from session transcripts.
npx skills add https://github.com/best/openclaw-skills --skill openclaw-usage-tracker
Please help me install this Agent Skill. Skill: openclaw-usage-tracker Source: https://github.com/best/openclaw-skills/tree/main/openclaw-usage-tracker Command: npx skills add https://github.com/best/openclaw-skills --skill openclaw-usage-tracker
This Skill helps you understand and manage the token usage and associated costs of your OpenClaw agent sessions, providing clear breakdowns and insights into resource consumption.
Run the daily cost report for yesterday's usage.
High-intent search queries and answers about installing and using this skill.
Track OpenClaw token usage by scanning session transcripts to calculate costs based on provider API responses or estimated per-model pricing from openclaw.json. This generates detailed reports classifying consumption by interactive sessions, cron jobs, and heartbeats.
Yes, you can generate cost reports for daily, weekly, or full historical periods. These reports provide per-model token breakdowns and summarize costs by provider to help you analyze usage trends over specified intervals.
The best way to differentiate token costs is by scanning session transcripts to classify usage between interactive sessions and automated cron jobs. This classification provides clear breakdowns of resource consumption and associated costs by session type.
No, OpenClaw usage tracking does not strictly require provider API responses. It calculates costs based on actual provider API responses when available, or falls back to estimated per-model pricing configured in the openclaw.json file.
Identify top token-consuming models by running historical cost reports that provide per-model token breakdowns. These reports summarize costs by specific provider and model, helping you pinpoint top offenders and optimize usage.
A key limitation is cost accuracy when provider API responses are unavailable, requiring fallback estimation using per-model pricing from openclaw.json. This means estimated costs may vary from actual billed provider charges.
TechNickAILocate and read OpenClaw transcripts to generate JSON context briefings.
StrategicMilkAnalyze token-level LLM costs and generate optimization recommendations.
ProyectoG007Monitor OpenClaw AI agents with a real-time dashboard.
tankygranny05Calculate token usage totals and estimated costs from Codex CLI and Claude Code SSE JSONL logs.
