Extracts and structures environmental impact data from reports into standardized CSV knowledge bases.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install eia-knowledge-extractor
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install eia-knowledge-extractor using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is EIA Knowledge Extractor?
The EIA Knowledge Extractor is a specialized utility designed to streamline the processing of Environmental Impact Assessment (EIA) reports. By leveraging advanced parsing for PDF and DOCX files, it transforms unstructured narrative reports into five distinct, highly structured CSV knowledge bases. This skill is a core component for professionals looking to enhance their Openclaw Skills library with automated environmental data engineering capabilities.
EIA Knowledge Extractor Use Cases
- Automatically extracting pollutant factor data from complex environmental tables.
- Generating structured source strength calculation databases for regulatory compliance.
- Building regional environmental knowledge bases from historical PDF/DOCX reports.
- Standardizing noise, waste, and air emission data for environmental audits.
How EIA Knowledge Extractor Works
- The tool ingests a source document (PDF, DOCX, DOC, or TXT) containing EIA data.
- It parses the document structure to locate and identify environmental impact tables.
- The skill maps the identified data to a specific 5-tier schema covering pollutants and waste sources.
- It generates five standardized CSV files with precise field counts and naming conventions.
- An automated quality check is performed to verify data integrity and consistency against the original report.
EIA Knowledge Extractor Setup
First, install the required dependencies using pip:
pip install pymupdf pandas python-docx
To extract data from a report, run the following command in your terminal:
python scripts/main.py report.pdf -o output_dir
EIA Knowledge Extractor Data Schema & Taxonomy
The skill organizes data into five specialized CSV files with the following field structures:
| Knowledge Base | Fields | Key Data Points |
|---|---|---|
| Pollutant Factors | 19 | Industry, Process, Pollutant ID, Standards, Limits |
| Waste Gas Source | 15 | Calculation Methods, Formulas, Parameters, Emission Factors |
| Waste Water Source | 15 | Accounting Methods, Formulas, Parameters, Coefficients |
| Solid Waste Source | 16 | Waste Codes, Generation Coefficients, Industry Specs |
| Noise Source | 13 | Source Type, Sound Power Level, Reduction Measures |
EIA Knowledge Extractor Advanced Features
- Support for multi-format document parsing including legacy .doc and text files.
- Standardized Pollutant ID generation logic using industry-specific metadata strings.
- Integrated validation workflow to ensure output matches report values without abbreviations.
- High-density data extraction optimized for integration with other Openclaw Skills in a data pipeline.
SKILL.md
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