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training-loop

100 / 100 · Low risk

Fine to try.

By domdoss/Warden (GitHub) · security · 172 stars · scanned at commit 7a4ccc8

Operate Warden's self-training loop: audit the logs for seat failures, fold the failures and Artemis's flagged training errors into the SFT dataset, run a 1-epoch fine-tune, stop a step, and report status, catalogs, and flags. Use when the user asks about training, fine-tuning, the training dashboard, audit catalogs, flagged errors, or improving the local model from its mistakes.

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/'training-loop' ] || [ -L ~/.agents/skills/'training-loop' ]; then echo 'A skill folder named training-loop already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/domdoss/Warden' "$d" && git -C "$d" checkout --quiet '7a4ccc82805668cc23b643665a5cccc477ef51bb' -- 'data/skills/training-loop' && mkdir -p ~/.agents/skills && cp -R "$d"/'data/skills/training-loop' ~/.agents/skills/'training-loop' && 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/'training-loop' ~/.claude/skills/'training-loop' (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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