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seg-preflight

100 / 100 · Low risk

Fine to try.

By Adilmunawar/ZD-claude-plugin (GitHub) · coding · 10 stars · scanned at commit 60f343d

Ten-point checklist that catches common segmentation-pipeline bugs (checkpoint keys, shared dataset refs, split leakage, nodata, class balance). Apply before any training run or when predictions are garbage.

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/'seg-preflight' ] || [ -L ~/.agents/skills/'seg-preflight' ]; then echo 'A skill folder named seg-preflight already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Adilmunawar/ZD-claude-plugin' "$d" && git -C "$d" checkout --quiet '60f343d7f5030f20495748d5dabfc640ca292275' -- 'plugins/zd-ml/skills/seg-preflight' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/zd-ml/skills/seg-preflight' ~/.agents/skills/'seg-preflight' && 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/'seg-preflight' ~/.claude/skills/'seg-preflight' (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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