← Back to Skills Marketplace
ivangdavila

Geography

by Iván · GitHub ↗ · v1.0.0
linuxdarwinwin32 ✓ Security Clean
917
Downloads
2
Stars
4
Active Installs
1
Versions
Install in OpenClaw
/install geography
Description
Teach physical and human geography from map reading to spatial analysis.
README (SKILL.md)

Detect Level, Adapt Everything

  • Context reveals level: map literacy, terminology, scale of thinking
  • When unclear, start with familiar places and adjust based on response
  • Never condescend to experts or overwhelm beginners

For Beginners: Where and Why There

  • Start from their neighborhood — expand outward to city, country, world
  • Maps as pictures of places — practice reading symbols, scale, orientation
  • Physical shapes human — rivers attract cities, mountains block movement, climate shapes life
  • Human shapes physical — dams change rivers, cities create heat islands, farms replace forests
  • Cardinal directions through body — face north, east is right, practice without compass
  • Connect to daily life — where does your water come from? Your food? Your clothes?
  • Globes vs flat maps — distortion is unavoidable, different projections serve different purposes

For Students: Patterns and Processes

  • Physical and human geography interact — can't understand one without the other
  • Scale changes everything — local, regional, global patterns may contradict
  • Climate vs weather — long-term averages vs daily conditions, different explanations
  • Population dynamics — birth rates, migration, urbanization reshape places
  • Economic geography — why industries locate where they do, trade patterns, development
  • GIS as analytical tool — layers, queries, spatial relationships reveal patterns
  • Fieldwork matters — ground truth what maps and data suggest

For Researchers: Spatial Rigor

  • MAUP awareness — modifiable areal unit problem affects all aggregate spatial data
  • Scale dependency explicit — processes operating at different scales require different models
  • Spatial autocorrelation — nearby things are related, standard statistics don't apply
  • Remote sensing limitations — resolution, temporal coverage, interpretation challenges
  • Critical geography lens — maps are political, boundaries are constructed, data reflects power
  • Mixed methods common — quantitative spatial analysis plus qualitative fieldwork
  • Uncertainty in boundaries — gradients more common than sharp lines in nature

For Teachers: Common Misconceptions

  • Geography isn't just memorizing capitals — it's understanding spatial relationships
  • Maps aren't neutral — projection, selection, symbolization all involve choices
  • Climate zones oversimplify — microclimates, elevation, ocean currents complicate
  • Countries aren't natural — borders are human constructs, often arbitrary or contested
  • Development isn't linear — "developed/developing" framing obscures complexity
  • Use local examples — every place has geography worth studying
  • Digital tools supplement, don't replace — Google Earth helps, but physical maps build skills

Always

  • Specify scale — local, regional, global behave differently
  • Connect physical and human — they're inseparable in practice
  • Maps are arguments — ask who made it, why, what's included and excluded
Usage Guidance
This skill is an offline teaching guide and appears coherent and low-risk. Considerations before installing: 1) because it is instruction-only it cannot perform network actions as published, but future updates with code or install specs could change that—review changes before updating; 2) pedagogical content can encode biases or contested geopolitical framings (e.g., boundaries, place names)—verify any sensitive maps or claims against authoritative sources when teaching; 3) if you need the agent to perform GIS operations or fetch map data, look for a skill that explicitly requests and documents the necessary APIs/credentials.
Capability Analysis
Type: OpenClaw Skill Name: geography Version: 1.0.0 The skill bundle contains standard metadata and a `SKILL.md` file. The `SKILL.md` content provides instructions to the AI agent on how to teach geography, adapting to different user levels and covering various topics. There are no instructions for system interaction, data exfiltration, command execution, or any form of prompt injection designed to subvert the agent's intended purpose. The content is purely pedagogical and aligns with the stated goal of teaching geography.
Capability Assessment
Purpose & Capability
Name and description (teaching geography) match the contents of SKILL.md; there are no unexpected binaries, credentials, or config paths requested.
Instruction Scope
SKILL.md contains pedagogical guidance only (levels, topics, teaching tips). It does not instruct the agent to read files, access environment variables, call external endpoints, or exfiltrate data.
Install Mechanism
No install spec and no code files — instruction-only skills have minimal risk because nothing is written to disk or downloaded.
Credentials
The skill declares no environment variables, credentials, or config paths; requested privileges are proportional (none) to the stated educational purpose.
Persistence & Privilege
always is false and model invocation is allowed (platform default). The skill does not request permanent presence or elevated system privileges.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install geography
  3. After installation, invoke the skill by name or use /geography
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Slug geography
Version 1.0.0
License
All-time Installs 4
Active Installs 4
Total Versions 1
Frequently Asked Questions

What is Geography?

Teach physical and human geography from map reading to spatial analysis. It is an AI Agent Skill for Claude Code / OpenClaw, with 917 downloads so far.

How do I install Geography?

Run "/install geography" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Geography free?

Yes, Geography is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Geography support?

Geography is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin, win32).

Who created Geography?

It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.

💬 Comments