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geo-deep-learning

100 / 100 · Low risk

Fine to try.

By muend/geoai-skills (GitHub) · coding · 45 stars · scanned at commit 19937ce

Invoke before recommending, training, or auditing a neural method for geospatial imagery, including vision transformers, U-Net/DeepLab/SegFormer, object detection, pixel classification, building/road extraction, and EO foundation-model fine-tuning. Also invoke for neural chip-split validity, IoU/accuracy claims, augmentation, imbalanced losses, spatial validation, or sliding-window inference. Use remote-sensing-analysis for non-neural methods and change-detection when temporal change is the del…

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'geo-deep-learning' ] || [ -L ~/.agents/skills/'geo-deep-learning' ]; then echo 'A skill folder named geo-deep-learning already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/muend/geoai-skills' "$d" && git -C "$d" checkout --quiet '19937ce14c7d60d764732cc2688c6a3dd92f6d0e' -- 'skills/geo-deep-learning' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/geo-deep-learning' ~/.agents/skills/'geo-deep-learning' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'geo-deep-learning' ~/.claude/skills/'geo-deep-learning' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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