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πŸ¦€ ClawHub

Systematic Review Screener

by @aipoch-ai

Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

Versionv1.0.0
⚑ When to Use
TriggerAction
- Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format.
- Use this skill when you need a documented fallback path for missing inputs, execution errors, or partial evidence.
πŸ’‘ Examples

Basic Screening


Run with default settings

python scripts/main.py --input references.csv --criteria criteria.yaml

With PRISMA Export

python scripts/main.py --input references.xml --criteria criteria.yaml \
  --output results/ --prisma --format excel

Confidence Threshold

python scripts/main.py --input refs.txt --criteria criteria.yaml \
  --threshold 0.8 --conflict-only

βš™οΈ Configuration

Environment Variables

export SCREENING_THRESHOLD=0.75  # Default confidence threshold
export BATCH_SIZE=100             # Records per batch
export MAX_WORKERS=4              # Parallel processing workers

Command Line Options

| Option | Description | Default | |--------|-------------|---------| | --input | Input file path | Required | | --criteria | Criteria YAML path | Required | | --output | Output directory | ./output | | --format | Output format: csv/excel/json | csv | | --threshold | Confidence threshold | 0.75 | | --prisma | Generate PRISMA data | False | | --conflict-only | Export only conflicts | False | | --batch-size | Processing batch size | 100 |

View on ClawHub
TERMINAL
clawhub install systematic-review-screener

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