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gap-analysis - Identify Research Gaps in Literature

Identify recurring limitations and research opportunities across evaluated papers through semantic clustering and verification

Tags

Updated: 2026-05-09

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • aggregate evaluations
  • cluster weaknesses
  • verify gaps
  • cross-reference hamming list
  • propose research directions
  • save report

Inputs

  • evaluation records
  • project directory
  • research guidelines
  • Hamming list

Outputs

  • gap analysis report
  • recurring limitations
  • proposed research directions
  • coverage recommendations

Requirements

  • Claude Opus 4.6 model
  • Bash tool access
  • File read/write access
  • Python environment
  • Minimum 10 evaluation records

Source

  • Spec: SKILL.md
literature review
research gap analysis
semantic clustering
academic research
paper evaluation
aggregate evaluations
cluster weaknesses
verify gaps
cross-reference hamming list
evaluation records
project directory
research guidelines
gap analysis report
recurring limitations
proposed research directions