Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add iso73-ops/claude-keitaro --skill keitaro-reportsgit clone --depth 1 https://github.com/iso73-ops/claude-keitaroWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/iso73-ops/claude-keitaro/keitaro-reports)<a href="https://agentmods.dev/skills/iso73-ops/claude-keitaro/keitaro-reports"><img src="https://agentmods.dev/badge/skills/iso73-ops/claude-keitaro/keitaro-reports/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/iso73-ops/claude-keitaro/keitaro-reports"><img src="https://agentmods.dev/badge/skills/iso73-ops/claude-keitaro/keitaro-reports.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00073 | $0.01085 |
| Opus 5 | $0.00036 | $0.00543 |
| Sonnet 5 | $0.00015 | $0.00217 |
| Haiku 4.5 | $0.00007 | $0.00109 |
Grade A, and why
keitaro-reports scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Keitaro Reports & Analytics
Process
- Read
keitaro/references/keitaro-api.mdfor report endpoint - Read
keitaro/references/verticals.mdfor vertical-specific benchmarks - Parse what user wants to see (grouping, metrics, date range, filters)
- Build report via
POST /report/build - Format and display with color-coded health indicators
Report Builder
Default Report (when user just says "show stats")
{
"range": {"from": "<7 days ago>", "to": "<today>", "timezone": "UTC"},
"metrics": ["clicks", "campaign_unique_clicks", "conversions", "revenue", "cost", "profit", "roi", "cr", "epc"],
"grouping": ["campaign_id"],
"sort": [{"name": "cost", "order": "desc"}],
"summary": true,
"limit": 50
}
Common Report Types
"What's performing?" → Top campaigns by ROI (ROI > 0, sorted desc) "What's losing money?" → Campaigns with negative profit, sorted by loss "Show me campaign 12 by GEO" → Campaign filter + country grouping "Landing performance for campaign 12" → Campaign filter + landing_page_id grouping "Hourly breakdown today" → Today range + hour grouping "Compare this week vs last week" → Two report calls, side by side
Output Format
Campaign Overview
Campaign Performance (Mar 20-27, 2026)
──────────────────────────────────────────────────────────────────
ID | Name | Clicks | Conv | Revenue | Cost | Profit | ROI | CR
12 | gambling_de | 5,432 | 89 | $4,450 | $2,716 | $1,734 | +63% | 1.6%
15 | crypto_at | 1,203 | 12 | $2,400 | $1,804 | $596 | +33% | 1.0%
18 | nutra_br | 890 | 45 | $675 | $445 | $230 | +52% | 5.1%
21 | dating_us | 3,210 | 28 | $140 | $321 | -$181 | -56% | 0.9%
──────────────────────────────────────────────────────────────────
Total | 10,735 | 174 | $7,665 | $5,286 | $2,379 | +45% | 1.6%
Flow Breakdown
Campaign #12: gambling_de — Flow Breakdown
──────────────────────────────────────────────────
Flow | Weight | Clicks | Conv | CR | ROI
DE Mob | 60% | 3,259 | 62 | 1.9% | +78%
DE Desk | 30% | 1,629 | 22 | 1.4% | +41%
Test | 10% | 544 | 5 | 0.9% | -12%
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 99 lines · 73 tokens per session scan A 0ee21faae27f
keitaro-reports is a skill published in the GitHub repository iso73-ops/claude-keitaro (24 stars, last pushed 5mo ago), licensed MIT. It adds 73 tokens to every session and 1,085 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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