OpenClaw Model Usage

Use this skill to inspect local OpenClaw model usage directly from session JSONL files.

When to use

Use this skill when the user asks for:

• the current / most recent model in use
• recent model usage
• usage summaries by provider/model
• token totals by model
• cost summaries by model when available
• per-agent or per-session usage
• session/subagent rollups
• daily model usage summaries
• a compact summary plus an optional HTML dashboard

What it does

This skill provides a local-first replacement for external model-usage workflows.

It reads OpenClaw session logs directly and does not depend on CodexBar.

Preferred usage

Start with a short human-readable summary:

python {baseDir}/scripts/model_usage.py
python {baseDir}/scripts/model_usage.py overview
python {baseDir}/scripts/model_usage.py top-agents
python {baseDir}/scripts/model_usage.py top-sessions

Generate the HTML dashboard from real local logs when the user wants a richer artifact:

python {baseDir}/scripts/model_usage.py dashboard --root ~/.openclaw/agents --out dist/dashboard.html --title "OpenClaw Usage Dashboard"

Recommended response pattern:

• return a short human-readable summary first
• optionally generate and attach the HTML dashboard for richer inspection on phone/desktop

JSON output

python {baseDir}/scripts/model_usage.py overview --json --pretty
python {baseDir}/scripts/model_usage.py sessions --json --pretty
python {baseDir}/scripts/model_usage.py subagents --json --pretty
python {baseDir}/scripts/model_usage.py rows --limit 20 --json --pretty

Inputs

Default real source:

~/.openclaw/agents

Important:

• use the real local OpenClaw log root for user-facing summaries and dashboards
• do not use tests/fixtures_root unless you are intentionally running development tests
• fixture roots generate sample/test output, not the user's real usage report

References

If you need field-level sourcing details, read:

• references/discovery.md