Re0

LilMGenius/paperthin/skills/depth/re0

作者 LilMGenius7d5dc6235990230e45a24a25c527d81701da5458无许可证收录于 2026年10月9日更新于 2026年10月9日

Refresh an existing artifact into the current best v0. Use when the user asks to clean up, sync up, dedupe, de-noise, smooth, rewrite, or update an artifact after iteration; when nearby artifacts may have drifted; or when changes in one place should be reflected across related artifacts while keeping the result minimal.

仅含说明Writing & Content
AI 生成的概览

将现有产物刷新为干净、最新的版本,去除噪音与过时内容。

功能
该技能指导智能体重写现有产物,使其读起来像第一版干净稿,而不是打补丁的草稿。它会移除脚手架残留、过时的增量内容、重复的流程噪音、已弃用信息以及过于具体的历史记录,并将持久有效的经验归入其本应所在的位置。它还会平滑行文与源格式,例如合并被硬换行拆开的句子、让纯文本指针可被跟随。最后报告移除了哪些噪音、保留了哪些持久有效的事实。
适用场景
当用户要求在迭代后清理、同步、去重、降噪、平滑、重写或更新某个产物时使用。也适用于相邻产物可能已发生偏移,或某处改动需要反映到相关产物、同时保持结果精简的情况。
运行要求
无需脚本或特殊工具,仅为指令型技能。它假定智能体能够读取和编辑目标产物以及需要保持一致的相邻产物。

Refresh the target artifact as if it were the first clean version.

Goal

The result must be lighter, more current, and more accurate than the input. It should not read like a changelog, cleanup note, or patch over an older draft.

Workflow

  1. Identify the target artifact from the user's request or the active context.
  2. Read the target artifact end to end before editing.
  3. Check nearby artifacts that must stay aligned with it.
  4. Remove scaffolding residue, stale deltas, duplicated process noise, deprecated information, and over-specific history.
  5. Fold durable lessons into the place they should have lived from the start.
  6. Rewrite instead of appending when appending would preserve noise.
  7. Preserve the artifact's useful voice and structure; simplify everything else.
  8. Smooth prose noise: fold a parenthetical that interrupts a sentence or list into its own clause or cut it, keep a word or point repeated within reach of itself only once, and unwind padding that adds length but not meaning.
  9. Smooth source noise: unwrap a hard line break that splits a sentence mid-flow so each paragraph or list item lives on one source line, matching how sibling artifacts format theirs; make a plain-text pointer to a named section or file followable, a link where the medium supports one; leave code, tables, and quoted material as formatted.
  10. Re-read the result and cut again.

Rules

  • A pass that finds nothing to genuinely improve changes nothing.
  • Prefer editing existing sections over adding new ones.
  • Convert "what changed" into "what is true now".
  • Keep only details that improve future execution, accuracy, or recall.
  • Do not leave old/new traces unless the artifact is explicitly a changelog.
  • Fix machine-clear residue; surface judgment calls — never auto-resolve an ambiguity or "fix" a deliberate look-alike.
  • Repair from the source of truth — the canonical or sibling artifact, not the damaged surface — and mutate with edit-safety: assert the target exists (report a MISS, never a silent no-op), edit unicode-safe (PYTHONUTF8=1), replace positional targets per occurrence rather than by blanket sweep, and script large structural moves.
  • Do not create extra files unless the user asks.

Verification

The result reads as a clean v0 to fresh eyes — no trace of the older draft, no sign it was patched rather than rewritten. If unsure, re-read it cold, as a stranger with no prior context would. Report what noise was removed and what durable truth was kept.

来源与署名

来源:LilMGenius/paperthin位于skills/depth/re0提交7d5dc62

许可证: 无许可证

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