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Get Started Free →Track Clawdbot AI model usage and estimate costs. Use when reporting daily/weekly costs, analyzing token usage across sessions, or monitoring AI spending. Supports Claude (opus/sonnet), GPT, and Codex models.
.claude/skills/sundial-org-clawdbot-cost-tracker/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 142% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 18% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -14% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -4% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -17% | 0% |
Track token usage and estimate API costs across all Clawdbot sessions.
bash# Use sessions_list to get token data sessions_list --limit 20 --messageLimit 0
Extract totalTokens and model from each session.
Model pricing (USD per million tokens):
| Model | Input | Output | Avg Ratio | |-------|-------|--------|-----------| | claude-opus-4-5 | $15 | $75 | 30/70 | | claude-sonnet-4 | $3 | $15 | 30/70 | | codex-mini-latest | $1 | $5 | 30/70 | | gpt-4o | $2.5 | $10 | 30/70 | | gpt-4o-mini | $0.15 | $0.6 | 30/70 |
Cost formula (assuming 30% input, 70% output):
cost = tokens * (0.3 * input_price + 0.7 * output_price) / 1,000,000Store daily snapshots in memory/usage/YYYY-MM-DD.json:
json{ "date": "2026-01-29", "timestamp": "2026-01-29T08:20:00+08:00", "sessions": { "session_key": { "model": "claude-opus-4-5", "totalTokens": 123456, "channel": "discord" } }, "summary": { "totalTokens": 250000, "byModel": { "claude-opus-4-5": 220000, "codex-mini-latest": 30000 } } }
Compare consecutive days to get daily usage:
daily_tokens = today.totalTokens - yesterday.totalTokens
daily_cost = estimate_cost(daily_tokens, model)scripts/snapshot-usage.jsCreates a usage snapshot from current session data.
bashnode scripts/snapshot-usage.js [output-dir] # Default output: memory/usage/YYYY-MM-DD.json
scripts/calculate-cost.jsCalculates cost for a date range.
bashnode scripts/calculate-cost.js [date] # Default: today # Output: JSON with token delta and estimated cost
Add to HEARTBEAT.md:
sessions_list to get current tokensmemory/usage/ 💰 **Clawdbot Cost** (yesterday) • Used: 45.2k tokens • Estimated: ~$1.23
For financial displays in Chinese context:
Other measured skills in the registry, with their headline benchmark lift.