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Epigrass Creator

Name: Epigrass Creator
Author: fccoelho

作者 Flávio Codeço Coelho · GitHub ↗ · v1.1.1 · MIT-0

cross-platform ✓ 安全检测通过

总下载

当前安装

版本数

在 OpenClaw 中安装

/install epigrass-creator

功能描述

Create Epigrass epidemiological models through step-by-step guided specification. Build metapopulation models (SIR, SEIR, SEIS, SIS, SI) with geographic netw...

使用说明 (SKILL.md)

Epigrass Creator Skill

Create epidemiological metapopulation models using Epigrass through an interactive, step-by-step wizard.

What is Epigrass?

Epigrass (Epidemiological Geo-referenced Analysis and Simulation System) is a Python library for simulating disease spread across geographic networks.

Supported Models

Model	Compartments	Use Case
SIR	S, I, R	Diseases with lifelong immunity
SEIR	S, E, I, R	Diseases with latent period
SEIS	S, E, I	Diseases with temporary immunity
SIS	S, I	Diseases with no immunity
SI	S, I	Fatal diseases
Custom	User-defined	Specialized scenarios

Workflow (5 Steps)

Model Selection - Choose model type
Site Definition - Define geographic locations (manual, grid, cities, or GeoPackage import)
Parameters - Configure epidemiological parameters
Network - Define connections between sites
Simulation - Set simulation settings and generate files

GeoPackage Support

Import sites directly from GeoPackage (.gpkg) files:

Supports any geospatial vector data
Automatic coordinate extraction
Column mapping for name, population, geocode
Works with municipal boundaries, health regions, etc.

Requirements: pip install geopandas (or fiona as fallback)

Usage Examples

User: Create a dengue model for Brazilian cities
→ Wizard guides through SEIR selection, city list, parameters

User: Build SIR model with 10x10 grid
→ Wizard creates synthetic network

User: Custom model with hospitalization
→ Wizard collects compartments and transitions

Output

model.epg - Epigrass script
sites.csv - Site/node data
edges.csv - Edge/connection data
model_spec.json - Full specification

Requirements

Python 3.8+
epigrass (pip install epigrass)

安全使用建议

This skill appears to do what it says: an interactive wizard to build Epigrass metapopulation models and import GeoPackage files. Before using it: (1) Confirm you want to give the wizard access to any local GeoPackage files — those files may contain sensitive location/population data. (2) Install geopandas or fiona in a controlled environment; geopandas has many binary dependencies and can be heavy. (3) Note the minor docs/code mismatch about 'auto-fetch' city data — the wizard may use placeholder coordinates or require manual mapping rather than fetching remote datasets. (4) It does not request credentials or network endpoints, so no secret exposure is required to use core features. If you plan to import very large GeoPackages, test on a subset first to check performance and memory usage.

功能分析

Type: OpenClaw Skill Name: epigrass-creator Version: 1.1.1 The epigrass-creator skill is a legitimate tool designed to assist users in building epidemiological metapopulation models for the Epigrass simulation system. The bundle contains a Python-based interactive wizard (wizard.py and epigrass_wizard.py) that guides the user through model selection, site definition, and parameter configuration. It supports importing spatial data from GeoPackage files using standard libraries like geopandas or fiona. The code follows its stated purpose, lacks any signs of data exfiltration, malicious execution, or persistence mechanisms, and the instructions in SKILL.md are aligned with the tool's functionality.

能力评估

✓ Purpose & Capability

The skill's name/description (Epigrass model creator with GeoPackage support) align with the included Python wizard code that imports geopandas/fiona and reads .gpkg files. No unrelated binaries, credentials, or config paths are requested.

ℹ Instruction Scope

SKILL.md and README describe step-by-step interactive prompts and instruct users to install geopandas or fiona for GeoPackage support. The instructions do not ask the agent to read or transmit unrelated system files or secrets. Minor documentation inconsistency: some text implies 'auto-fetch' of city data while the code either uses placeholder coordinates or requires user mapping/entry (the CHANGELOG mentions this was intentionally changed). This is a documentation/code mismatch but not a security issue.

✓ Install Mechanism

No install spec is provided (instruction-only/packaged code), so nothing is automatically downloaded during install. The runtime may require pip-installing geopandas or fiona per the docs; those are standard Python packages (geopandas is heavy but legitimate).

✓ Credentials

The skill declares no required environment variables or credentials. The code does not attempt to access or exfiltrate environment secrets or remote APIs. Dependency on geopandas/fiona is appropriate for GeoPackage parsing.

✓ Persistence & Privilege

always:false and user-invocable are set. The skill does not request permanent platform presence or modify other skills or system-wide settings. Autonomous invocation is allowed by default but not combined with other concerning privileges.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install epigrass-creator
安装完成后，直接呼叫该 Skill 的名称或使用 /epigrass-creator 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.1.1

Fixed documentation inconsistencies: removed PostGIS mention (not implemented), clarified city entry as manual only, removed misleading IBGE fetch comment.

v1.1.0

- Added guided creation of metapopulation epidemiological models (SIR, SEIR, SEIS, SIS, SI, custom) via step-by-step wizard. - Introduced GeoPackage (.gpkg) import: load real spatial data, auto-extract coordinates and attributes for sites. - Enhanced support for custom site definitions: manual, grid, city list, or geospatial file. - Generates all key Epigrass model files (`.epg`, `sites.csv`, `edges.csv`, `model_spec.json`) for immediate use. - Updated documentation with clearer usage workflow and real-world examples.

元数据

Slug epigrass-creator

版本 1.1.1

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 2

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