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OpenClaw Cost Tracker

Track OpenClaw token usage and API costs by parsing session JSONL files. Use when user asks about token spend, API costs, model usage breakdown, daily cost t...

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Track OpenClaw token usage and API costs by parsing session JSONL files. Use when user asks about token spend, API costs, model usage breakdown, daily cost t...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, scripts/cost_tracker.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

OpenClaw Cost Tracker

Parse OpenClaw session files to compute per-model token usage, costs, and daily spend trends. Works with any OpenClaw installation โ€” no API keys or external services needed.

Usage

# All-time cost report python3 scripts/cost_tracker.py # Last 7 days python3 scripts/cost_tracker.py --days 7 # Today only python3 scripts/cost_tracker.py --days 1 # Since a specific date python3 scripts/cost_tracker.py --since 2026-02-01 # JSON output for dashboards/integrations python3 scripts/cost_tracker.py --days 30 --format json # Custom agents directory python3 scripts/cost_tracker.py --agents-dir /path/to/agents

What It Reports

Per-model breakdown: Total cost, tokens, and request count Input/output/cache token split Visual percentage bar Daily spend: Bar chart of cost per day (text) or structured array (JSON). Grand totals: Combined cost, tokens, and requests across all models.

How It Works

Auto-discovers the OpenClaw agents directory (~/.openclaw/agents) Scans all agent session JSONL files (filtered by mtime for speed) Extracts message.usage and message.model from each entry Aggregates by model and by day Outputs formatted report or JSON

JSON Output Schema

{ "models": [ { "model": "claude-opus-4-6", "totalTokens": 220800000, "inputTokens": 3200, "outputTokens": 390800, "cacheReadTokens": 149400000, "cacheWriteTokens": 1200000, "totalCost": 528.55, "requestCount": 2088 } ], "daily": [ { "date": "2026-02-20", "cost": 37.14, "byModel": { "opus-4-6": 35.0, "sonnet-4": 2.14 } } ], "grandTotal": { "totalCost": 580.11, "totalTokens": 269800000, "totalRequests": 3122 }, "meta": { "agentsDir": "...", "filesScanned": 65, "entriesParsed": 3122, "range": "7d" } }

Integration

Feed JSON output into dashboards, alerting, or budgeting tools. The daily array is ready for charting. Set up a cron to track spend over time: # Daily cost snapshot to file 0 0 * * * python3 /path/to/cost_tracker.py --days 1 --format json >> ~/cost-log.jsonl

Requirements

Python 3.8+ OpenClaw installed with session data in ~/.openclaw/agents/ No external dependencies (stdlib only)

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs1 Scripts
  • SKILL.md Primary doc
  • scripts/cost_tracker.py Scripts