geo-infer-intra
Central documentation hub and cross-module integration guides for GEO-INFER. Use when navigating documentation, finding cross-module integration patterns, understanding data flow architecture, or locating tutorials and API references.
Best use case
geo-infer-intra is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Central documentation hub and cross-module integration guides for GEO-INFER. Use when navigating documentation, finding cross-module integration patterns, understanding data flow architecture, or locating tutorials and API references.
Teams using geo-infer-intra should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/GEO-INFER-INTRA/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How geo-infer-intra Compares
| Feature / Agent | geo-infer-intra | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Central documentation hub and cross-module integration guides for GEO-INFER. Use when navigating documentation, finding cross-module integration patterns, understanding data flow architecture, or locating tutorials and API references.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# GEO-INFER-INTRA
## Instructions
### Core Capabilities
- **Documentation hub**: Central `docs/` directory with comprehensive guides
- **Integration guides**: Cross-module data flow patterns and examples
- **Architecture docs**: System design diagrams, module dependency graph
- **API reference**: Consolidated API documentation for all 44 modules
- **Tutorials**: Step-by-step workflows spanning multiple modules
### Key Directories
```text
GEO-INFER-INTRA/docs/
├── guides/ # How-to guides for common workflows
├── tutorials/ # Step-by-step multi-module tutorials
├── integration/ # Cross-module integration patterns
├── architecture/ # System design and data flow diagrams
└── api/ # Consolidated API reference
```
### Cross-Module Integration Pattern
```python
# Example: SPACE → MATH → BAYES pipeline
from geo_infer_space.backends.h3 import H3Backend
from geo_infer_math.core.spatial_statistics import MoranI
from geo_infer_bayes.core.bayesian_inference import BayesianModel
# 1. Index → 2. Analyze → 3. Model
cells = H3Backend().tessellate(region, resolution=7)
autocorrelation = MoranI(values, weights).compute()
posterior = BayesianModel().fit(data)
```
## Examples
```python
# Multi-module data flow: DATA → SPACE → MATH → BAYES
from geo_infer_data.formats.geojson import GeoJSONLoader
from geo_infer_space.backends.h3 import H3Backend
from geo_infer_math.core.spatial_statistics import MoranI
from geo_infer_bayes.core.bayesian_inference import BayesianModel
# 1. Load → 2. Index → 3. Analyze → 4. Model
features = GeoJSONLoader().load("observations.geojson")
cells = H3Backend().tessellate(features.bounds, resolution=7)
autocorrelation = MoranI(values, weights).compute()
posterior = BayesianModel().fit(data)
```
```python
# Onboarding: discover module capabilities
import importlib
for module_name in ["math", "space", "bayes", "act", "risk"]:
mod = importlib.import_module(f"geo_infer_{module_name}")
print(f"geo_infer_{module_name}: {mod.__doc__ or 'No docstring'}")
```
## Guidelines
- Start here when onboarding to GEO-INFER
- Each module's README.md and AGENTS.md provide module-level detail
- Each module's SKILL.md provides quick-reference for Claude Code
- Test: `uv run python -m pytest GEO-INFER-INTRA/tests/ -v`
### Integrations
- **EXAMPLES** → Working code examples referenced from docs
- **All modules** → Central hub linking all module documentation
- **TEST** → Documentation-driven testing patterns