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kermt-add-cmim-pretrain

100 / 100 · Low risk

Fine to try.

By stanfish06/skillquarium (GitHub) · other · 12 stars · scanned at commit ced6c96

Convert a grover_base checkpoint (encoder-only or encoder + vocab heads) into a hybrid checkpoint by adding a randomly-initialized cMIM decoder + latent_dist, then continue pretraining on the user's corpus as hybrid (vocab + contrast). Effectively kermt-continue-pretrain with a one-time ckpt-conversion step prepended.

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/'kermt-add-cmim-pretrain' ] || [ -L ~/.agents/skills/'kermt-add-cmim-pretrain' ]; then echo 'A skill folder named kermt-add-cmim-pretrain already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/stanfish06/skillquarium' "$d" && git -C "$d" checkout --quiet 'ced6c96bd67acccbf0280a5071e59a523c118c66' -- 'skills/kermt-add-cmim-pretrain' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/kermt-add-cmim-pretrain' ~/.agents/skills/'kermt-add-cmim-pretrain' && 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/'kermt-add-cmim-pretrain' ~/.claude/skills/'kermt-add-cmim-pretrain' (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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