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Golden examples

Skill tienenwu/fables/en/governance/skills/golden-examples

Self-evolving skill packs that give Claude Code & Codex judgment, not knowledge — decidable rules, per-playbook regression quizzes for models, and a project harness generator. zh-TW canon + full EN mirror.

Install
npx -y skills add tienenwu/fables --skill golden-examples

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 4 stars4 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use when writing a git commit message, Japanese UI copy or app strings (ボタン/エラーメッセージ等の文言), code review comments, or a completion report, especially when tone, formality, verbosity, or review phrasing is uncertain.

SKILL.md

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🌐 繁體中文(canonical) · English mirror

Golden examples (golden-examples) — skeleton

This is the skeleton version. A golden-examples library's whole value is "your own real adjudications" — someone else's samples can't set your tone — so this file keeps only the mechanism (usage, intake rules, format) and leaves the content of §1–4 blank for you to fill.

Usage: before you write, read the matching section and imitate the shape of the "after." Every example carries a judgment point — the part a rule can't state, that you can only absorb from an example. The "before" should come from real history, not a straw man.

Every example below is a <placeholder>, marked "(illustrative — replace)". Replace them with adjudications you receive in real tasks — before your first intake, delete that section's illustrative example.

1. Commit message

One line: the reader of a commit message is "the person running git blame three months from now"; verb + object + purpose is what makes it searchable.

Format illustration (replace)

  • Before: <the original commit message the user rejected, e.g. "update code">
  • After: <the version the user approved, e.g. "refactor: normalize module X's verbose comments to one style">
  • Judgment point: <the principle from this adjudication that transfers to next time — one sentence>

2. UI copy (this skill's primary scenario is Japanese copy — see frontmatter)

One line: UI text must fit the target language's native idiom; error messages are two-part (what happened + what the user can do), and the error code goes to the log, not the screen.

Format illustration (replace)

  • Before: <the original string that reads machine-translated or colloquial>
  • After: <the idiomatic version the user changed it to>
  • Judgment point: <transferable principle, e.g. "labels use noun + verb; avoid katakana transliteration">

3. Code review comments

One line: a comment has three elements = location + failure scenario (what input → what bad result) + suggestion; a comment that can't state a failure scenario is downgraded to a nit or dropped.

Format illustration (replace)

  • Before: <vague comment, e.g. "this could be strengthened">
  • After: <concrete comment, e.g. "file:line only logs after catch and doesn't notify the caller; on failure the user sees a spinner that never stops; suggest returning Result to the upper layer to show an error state">
  • Judgment point: <transferable principle>

4. Completion report to the user

One line: a report has three elements = what you did + machine evidence (compile/test output, read-back) + change scope; an evidence-free "it should work" is forbidden.

Format illustration (replace)

  • Before: <evidence-free report, e.g. "changes complete, it should work now">
  • After: <report with evidence, e.g. "added the setting, release-level compile passes (last 5 lines of output below), touched a single config file">
  • Judgment point: <transferable principle, e.g. "conclusion first, detail after; 'complex' and 'in theory' are hedging words — their presence means you haven't finished verifying">

5. Intake rules (log the adjudication as it happens)

Every time the user makes a taste call (picks an option, changes wording, rejects a design, corrects tone), before wrapping up append a precedent to the matching section (open a new one if none fits):

  • File only when all three elements are present: Before (the real original, no straw man) / After (the version the user adjudicated) / Judgment point (a transferable principle).
  • If the judgment point yields no transferable principle → it's a one-off preference, don't file it.
  • On intake, check for contradiction with an existing precedent; a contradiction = taste drift — keep the new one, delete the old, and note the date.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.