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checkpoint-promotion

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Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when deciding whether a tuned model ships, or when a promoted model needs re-gating against updated goldens.

plugins/llm-finetuning/skills/checkpoint-promotion/SKILL.md

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Nov 9, 2026
License
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# Checkpoint Promotion

The Phase 5 gate for the whole
plugin: a checkpoint that trains
cleanly and beats its task metric
still doesn't ship without
clearing all four stages below.
`eval-harness-first` built the
suite re-run here — this skill is
where that suite's baseline
decides something.

**Input:** a trained checkpoint,
`eval/baseline-<model>.json` from
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