U0517 Research Skill Gap Diagnoser

Research Skill Gap Diagnoser

Why This Skill Exists

We need this skill because research throughput degrades without reproducibility and prioritization. This specific skill identifies where agents and humans need capability upgrades.

When To Use

Use this skill when the request explicitly needs "Research Skill Gap Diagnoser" outcomes in the Scientific Research Systems domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Research Skill Gap Diagnoser, 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 competency coverage analysis, and produce skill gap reports with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.