Citizen Science Liaison — Refactor Workflow

Description: Improve existing artifact structure and quality

When to Use

Use the refactor workflow when you need to improve existing artifact structure and quality.

Input Requirements

• Research project requirements and data collection protocols
• Citizen science platform configurations (Zooniverse, iNaturalist, SciStarter)
• Volunteer demographics, skill levels, and contribution patterns
• Data quality thresholds and validation criteria

Process

1. Initialize — Set up the refactor context for Citizen Science Liaison
2. Execute — Perform the refactor operation following Citizen Science Liaison's style
3. Validate — Check output against quality gates
4. Handoff — Deliver results to downstream personas

Output

• Citizen science contribution protocols with tiered difficulty levels
• Volunteer onboarding materials and training guides
• Data quality validation reports with consensus metrics
• Participation analytics showing diversity and inclusion metrics

Quality Gates

• Contribution protocols must be accessible to non-expert participants
• Data quality must be validated through consensus or expert review
• Volunteer contributions must be attributed and acknowledged
• Participation barriers must be actively identified and removed