geospatial-analysis

geospatial-analysis is a skill for Claude Code, Codex from itallstartedwithaidea/claude-googleadsagent. It costs 30 tokens per session (1,415 once invoked), scanned A, original, no licence file.

A collection of workflows for analysing geographic information, including satellite images, map data, and spatial relationships.

In plain words
What is it for?
Processing satellite imagery, working with GIS data, using GeoPandas, and performing spatial-statistics analysis.
Why use it?
It provides guidance for handling location-based data and geographic calculations consistently.

Skill for Claude CodeCodex

Part of the googleadsagent plugin — 77 skills, 7 commands, 7 agents, 2 hooks, 2 MCP servers shipped together

Install

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.

agentmods
npx agentmods add skills/itallstartedwithaidea/claude-googleadsagent/geospatial-analysis
Any agent
npx skills add itallstartedwithaidea/claude-googleadsagent --skill geospatial-analysis
Clone the repo
git clone --depth 1 https://github.com/itallstartedwithaidea/claude-googleadsagent

Made for: Claude Code, Codex.

Or install googleadsagent, the plugin that ships this one along with the rest of its 77 skills, 7 commands, 7 agents, 2 hooks, 2 MCP servers.

Wrote 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.

agentmods badge for geospatial-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/itallstartedwithaidea/claude-googleadsagent/geospatial-analysis.svg)](https://agentmods.dev/skills/itallstartedwithaidea/claude-googleadsagent/geospatial-analysis)
Your own site
<a href="https://agentmods.dev/skills/itallstartedwithaidea/claude-googleadsagent/geospatial-analysis"><img src="https://agentmods.dev/badge/skills/itallstartedwithaidea/claude-googleadsagent/geospatial-analysis.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,415 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00030 $0.01415
Opus 5 $0.00015 $0.00707
Sonnet 5 $0.00006 $0.00283
Haiku 4.5 $0.00003 $0.00142

Measured 4d ago against content hash 356a36baa1b1, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

geospatial-analysis 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 4d 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.

skills/geospatial-analysis/SKILL.md · 136 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

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.

  1. 4d ago First seen · 136 lines · 30 tokens per session scan A 356a36baa1b1

Subscribe to this mod's changes

geospatial-analysis is a skill published in the GitHub repository itallstartedwithaidea/claude-googleadsagent (2 stars, last pushed 1mo ago), with no licence file. It adds 30 tokens to every session and 1,415 once invoked, about $0.0002 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 2026-08-31.

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