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ce-retune

An AI agent skill from EveryInc/compound-engineering-plugin, scored 52 out of 100 by code.

52/ 100D

Code score by group

  • Spec20/20
  • Description0/20
  • Procedure10/15
  • Done criteria4/15
  • Resources6/10
  • Scripts2/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Description (20), the group that checks whether the description says what the skill does and when to use it.

What the author says it does

Retune a skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Requires a benchmark harness that can A/B two builds of the corpus; refuses without one.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
EveryInc/compound-engineering-plugin
Folder
skills/ce-retune
License
MIT
GitHub stars
26,039
SKILL.md lines
43
Other files
7

Add ce-retune to your agent

npx skills add EveryInc/compound-engineering-plugin --skill ce-retune

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

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  5. ce-test-browser

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  6. ce-worktree

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  7. ce-debug

    Diagnosis loop for bugs and failing behavior. Use when asked to debug or fix failing or slow behavior.

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  8. ce-commit-push-pr

    Commit, push, and open a PR. Use when asked to ship/open a PR, or for PR-description-only flows like writing, rewriting, or describing a PR body.

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All skills in EveryInc/compound-engineering-plugin

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.