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 agentmods add skills/floomhq/moto/geonpx skills add floomhq/moto --skill geogit clone --depth 1 https://github.com/floomhq/motoWrote 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/floomhq/moto/geo)<a href="https://agentmods.dev/skills/floomhq/moto/geo"><img src="https://agentmods.dev/badge/skills/floomhq/moto/geo.svg" alt="Measured on agentmods" 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 | $0.00114 | $0.02467 |
| Opus 5 | $0.00057 | $0.01234 |
| Sonnet 5 | $0.00023 | $0.00493 |
| Haiku 4.5 | $0.00011 | $0.00247 |
Grade A, and why
geo 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 6d 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 — 204 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Geographic Data Validator
Systematic validation of geographic data in aviation/travel applications.
Audit Process
Run each validation category. Flag every error. Score each category 0-10.
Category 1: IATA Airport Code Validation
Checks
- Code format: All IATA codes are exactly 3 uppercase letters.
- Code existence: Every code maps to a real, operational airport.
- Code currency: No closed/decommissioned airports (e.g., TXL closed 2020).
- Multi-airport cities: Correct airport chosen for the city.
- Berlin: BER (not TXL or SXF, both closed)
- London: LHR (Heathrow), LGW (Gatwick), STN (Stansted), LTN (Luton), LCY (City)
- New York: JFK (Kennedy), EWR (Newark), LGA (LaGuardia)
- Tokyo: NRT (Narita), HND (Haneda)
- Paris: CDG (Charles de Gaulle), ORY (Orly)
- Istanbul: IST (Istanbul Airport, not SAW which is Sabiha Gokcen)
- Mumbai: BOM (not MUM)
- Rome: FCO (Fiumicino, not CIA Ciampino for international)
- Primary airport: For programmatic pages, use the PRIMARY international airport.
Common IATA Mistakes
| Wrong | Right | Why |
|---|---|---|
| TXL | BER | Berlin Tegel closed Nov 2020 |
| SXF | BER | Berlin Schonefeld renamed to BER |
| SAW | IST | Istanbul Airport (IST) is the main hub since 2019 |
| MUC | MUC | Correct (Munich) |
| HAM | HAM | Correct (Hamburg) |
| FRA | FRA | Correct (Frankfurt) |
| DUS | DUS | Correct (Dusseldorf) |
Category 2: City Name Accuracy
Checks
- English names: Using standard English city names (not local names in English context).
- Mumbai (not Bombay), Beijing (not Peking), Kolkata (not Calcutta)
- BUT: standard English names where established (Munich not Munchen, Rome not Roma)
- German names: Using standard German city names in DE context.
- Munchen (not Munich), Rom (not Rome), Lissabon (not Lisbon)
- BUT: keep English for international cities (New York, not Neuyork)
- Slug consistency: Slugs use English city names regardless of locale.
munich-to-istanbul(notmuenchen-nach-istanbul)
- City-airport alignment: City name matches the airport's actual city.
- FRA is in Frankfurt (correct), not "Frankfurt am Main" in slugs
- NRT is Narita but city should be "Tokyo" (that's where travelers mean)
- FCO is Fiumicino but city should be "Rome"
- ORY is Orly but city should be "Paris"
- LHR is Heathrow but city should be "London"
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.
- 6d ago First seen · 204 lines · 114 tokens per session scan A b4c9dd95c472
geo is a skill published in the GitHub repository floomhq/moto (32 stars, last pushed 2mo ago), licensed MIT. It adds 114 tokens to every session and 2,467 once invoked, about $0.0006 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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