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trace-to-training-data

100 / 100 · Low risk

Fine to try.

By wshobson/agents (GitHub) · coding · 42,412 stars · scanned at commit 9c61ab2

Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs.

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/'trace-to-training-data' ] || [ -L ~/.agents/skills/'trace-to-training-data' ]; then echo 'A skill folder named trace-to-training-data already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/wshobson/agents' "$d" && git -C "$d" checkout --quiet '9c61ab243def98f72da12abd41cfcf5bcd91af9d' -- 'plugins/llm-finetuning/skills/trace-to-training-data' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/llm-finetuning/skills/trace-to-training-data' ~/.agents/skills/'trace-to-training-data' && 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/'trace-to-training-data' ~/.claude/skills/'trace-to-training-data' (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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