U0515 Research Community Feedback Harvester

Research Community Feedback Harvester

Why This Skill Exists

We need this skill because research throughput degrades without reproducibility and prioritization. This specific skill integrates lived user feedback into planning cycles.

When To Use

Use this skill when the request explicitly needs "Research Community Feedback Harvester" outcomes in the Scientific Research Systems domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Research Community Feedback Harvester, including at least three measurable KPIs tied to non-reproducible results and wasted cycles.
2. Design and version the input/output contract for hypotheses, experiments, and replication evidence, then add schema validation and failure-mode handling.
3. Implement the core capability using feedback normalization and clustering, and produce theme-prioritized feedback digests with deterministic scoring.