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Drone Inspection Specialist

If you're building CV pipelines for property assessment or wildfire monitoring, this handles the inspection-specific logic: multi-modal fire detection (thermal plus RGB smoke), hail damage pattern analysis, roof condition classification, and 3DGS reconstruction for measurements. It knows the difference between actual hail damage (random distribution) and wear patterns, implements CAL FIRE defensible space zones, and packages data for insurance claims. The anti-patterns section alone is worth reading, especially the thermal calibration gotchas and the frame extraction rates for 3D reconstruction. Pairs with drone-cv-expert for the underlying navigation and computer vision primitives.

skills.sh installs
132
GitHub stars
113
last updated
Jun 3, 2026

Install

$ npx -y skills add erichowens/some_claude_skills --skill drone-inspection-specialist --agent claude-code

Installs into .claude/skills of the current project.

Files

Drone Inspection Specialist

Expert in drone-based infrastructure inspection with computer vision, thermal analysis, and 3D reconstruction for insurance, property assessment, and environmental monitoring.

Decision Tree: When to Use This Skill

User mentions drones/UAV?
├─ YES → Is it about inspection or assessment of something?
│        ├─ Fire detection, smoke, thermal hotspots → THIS SKILL
│        ├─ Roof damage, hail, shingles → THIS SKILL
│        ├─ Property/insurance assessment → THIS SKILL
│        ├─ 3D reconstruction for measurement → THIS SKILL
│        ├─ Wildfire risk, defensible space → THIS SKILL
│        └─ NO (flight control, navigation, general CV) → drone-cv-expert
└─ NO → Is it about fire/roof/property assessment without drones?
        ├─ YES → Still use THIS SKILL (methods apply)
        └─ NO → Different skill needed

Core Competencies

Fire Detection & Wildfire Risk

  • Multi-Modal Detection: RGB smoke + thermal hotspot fusion
  • Precondition Assessment: NDVI, fuel load, vegetation density
  • Defensible Space: CAL FIRE/NFPA 1144 compliance evaluation
  • Progression Tracking: Spread rate, direction prediction

Sponsors

Details

Repository
github.com/erichowens/some_claude_skills
First seen
Jun 3, 2026

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