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Skills · SkillTesting & SecurityReviewed

ce-retune

Retunes a skill corpus for a new model, measurement first: baseline, noise floor, audit, then measured passes.

Kind
Skill
Works with
Claude Code, Codex, Cursor, Any agent
Source
EveryInc/compound-engineering-plugin @ 786ac0194183
Path
skills/ce-retune/SKILL.md
License
MIT
Jobs
Testing
InstallInstall it from a plugin marketplace.
/plugin install compound-engineering
# Retune a Corpus for a New Model

A corpus that degrades on a new model is a measurement problem before it is a writing problem: rewriting what looks wrong produces a plausible fix list and no way to know whether any item mattered.

**Outcome:** a corpus whose measured behavior on the target model clears a bar registered before any change, with the regression classes removed and each removal attributable.

**Done:** the bar is cleared, or the run reports the specific claim it could not support. A green test suite is not done: it proves nothing broke, not that behavior improved.

**Non-goal:** word reduction. Leanness and performance are separate programs that share a corpus; only one of them is the result here. Report completion, not word count.


## Phase 0: the measurement gate — check this first

This skill cannot run without a way to observe behavior. Check for all three, and name whichever is missing:

1. **A run archive or a harness that produces one** — per-run logs carrying the tool-call trace, a terminal marker, token counts, and the final message.
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