Agent skill
cost-report
Weekly API cost report — reads token usage CSV, computes dollar costs per skill and model, reports trends
Install this agent skill to your Project
npx add-skill https://github.com/aaronjmars/aeon/tree/main/skills/cost-report
SKILL.md
${var} — Number of days to cover (default: 7). Pass "30" for a monthly view.
Today is ${today}. Generate a cost report from Aeon's token usage data.
Model Pricing (per million tokens)
Use these rates to calculate costs. First check aeon.yml for the gateway.provider value.
Direct Anthropic (gateway.provider: direct)
| Model | Input | Output | Cache Read | Cache Write |
|---|---|---|---|---|
| claude-opus-4-6 | $15.00 | $75.00 | $1.50 | $3.75 |
| claude-sonnet-4-6 | $3.00 | $15.00 | $0.30 | $3.75 |
| claude-haiku-4-5-20251001 | $0.80 | $4.00 | $0.08 | $3.75 |
Bankr Gateway (gateway.provider: bankr)
| Model | Input | Output |
|---|---|---|
| claude-opus-4-6 | $5.00 | $25.00 |
| claude-sonnet-4-6 | $3.00 | $15.00 |
| claude-haiku-4-5-20251001 | $0.80 | $4.00 |
| gemini-3-pro | $1.25 | $10.00 |
| gemini-3-flash | $0.15 | $0.60 |
| gpt-5.2 | $2.50 | $10.00 |
| kimi-k2.5 | $1.00 | $4.00 |
| qwen3-coder | $0.50 | $2.00 |
Note: Bankr does not break out cache read/write pricing separately. Treat cache columns as zero cost for Bankr rows.
For any model not in these tables, default to Opus pricing (conservative estimate).
Steps
-
Determine the report window.
- Default: 7 days. If
${var}is set to a number (e.g. "30"), use that many days. - Compute
CUTOFF_DATE= today minus N days.
- Default: 7 days. If
-
Read token usage data.
- File:
memory/token-usage.csv - Columns:
date,skill,model,input_tokens,output_tokens,cache_read,cache_creation - If the file does not exist: log "COST_REPORT_SKIP: no token-usage.csv yet" and stop — do NOT send any notification.
- Filter rows where
date >= CUTOFF_DATE. - If zero rows after filtering: log "COST_REPORT_SKIP: no runs in last N days" and stop.
- File:
-
Compute costs for each row.
For each row, look up the model's rates and calculate:
input_cost = input_tokens / 1,000,000 × rate_input output_cost = output_tokens / 1,000,000 × rate_output cache_read_cost = cache_read / 1,000,000 × rate_cache_read cache_write_cost = cache_creation / 1,000,000 × rate_cache_write row_cost = input_cost + output_cost + cache_read_cost + cache_write_cost -
Aggregate into report sections.
a. Total cost for the window. b. Per-skill cost table — sum cost per skill, sort descending, show top 10:
- Columns: Skill | Runs | Total Tokens | Cost | Avg Cost/Run c. Per-model breakdown — total cost and total tokens per model. d. Token efficiency — for each skill in top 10, compute output_tokens / total_tokens ratio (higher = more generative, less reading). e. Week-over-week trend — if window is 7 days and the CSV has ≥14 days of data:
- Compare this week's total cost vs the prior 7-day period.
- Show: "Cost up/down X% vs prior week" f. Most/least efficient skills (cost per 1K output tokens).
-
Write the full report to
articles/cost-report-${today}.md:markdown# Aeon Cost Report — ${today} *Period: last N days* ## Summary - **Total API cost:** $X.XX - **Total tokens:** X,XXX,XXX (input: X | output: X | cache_read: X | cache_write: X) - **Skill runs tracked:** N - **Week-over-week:** ↑/↓ X% vs prior week (omit if <14 days of data) ## Cost by Skill (Top 10) | Skill | Runs | Tokens | Cost | Avg/Run | |-------|------|--------|------|---------| | ... | ... | ... | $... | $... | ## Cost by Model | Model | Runs | Tokens | Cost | |-------|------|--------|------| | ... | ... | ... | $... | ## Efficiency | Skill | Cost / 1K Output Tokens | |-------|------------------------| | ... | $... | *Generated by Aeon cost-report skill* -
Send notification via
./notify:*Cost Report — ${today} (last N days)* Total: $X.XX across N skill runs Top 3 by cost: 1. skill-a — $X.XX (N runs, avg $X.XX/run) 2. skill-b — $X.XX 3. skill-c — $X.XX By model: - Opus: $X.XX | Sonnet: $X.XX | Haiku: $X.XX Trend: ↑/↓ X% vs prior week [omit if no prior week data] Full report: articles/cost-report-${today}.md -
Log to
memory/logs/${today}.md:## Cost Report - Period: last N days - Total cost: $X.XX - Runs tracked: N - Most expensive skill: skill-name ($X.XX) - Cheapest skill: skill-name ($X.XX) - Week-over-week: +/-X% - Article: articles/cost-report-${today}.md - Notification sent via ./notify
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