Re0

LilMGenius/paperthin/skills/depth/re0

作者 LilMGenius7d5dc6235990230e45a24a25c527d81701da5458無授權條款收錄於 2026年10月9日更新於 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.

僅含說明Writing & Content
AI 產生的概覽

將現有產出刷新為乾淨、最新的版本,去除雜訊與過時內容。

功能
此技能引導代理重寫現有產出,使其讀起來像第一版乾淨稿,而不是修補過的草稿。它會移除鷹架殘留、過時的差異內容、重複的流程雜訊、已棄用的資訊,以及過於具體的歷史紀錄,並將持久有效的經驗歸入原本就該放置的位置。它也會潤飾行文與原始檔格式,例如合併被硬換行拆開的句子、讓純文字指標可被追蹤。最後回報移除了哪些雜訊、保留了哪些持久有效的事實。
適用情境
當使用者要求在迭代後清理、同步、去重、降噪、潤飾、重寫或更新某個產出時使用。也適用於鄰近產出可能已經偏移,或某處變更需要反映到相關產出、同時保持結果精簡的情況。
執行需求
不需要腳本或特殊工具,屬於僅含指示的技能。它假定代理能讀取並編輯目標產出,以及需要保持一致性的鄰近產出。

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.

來源與署名

來源:LilMGenius/paperthin位於skills/depth/re0提交7d5dc62

授權條款: 無授權條款

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