Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Use as the final-pass editor for client-facing business deliverables such as PPT page copy, proposals, marketing plans, brand strategy documents, campaign mechanisms, scripts, reports, templates, and formal business copy. Trigger when the user asks for polished, final, presentation-ready, client-ready, directly usable, or cleaned content, or when producing the final version of such an artifact. Remove prompt traces and internal drafting language while preserving facts, claims, citations, require
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 73% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 30% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 14% | 0% |
| case-15 | ✓→✓ | = Same ✓ | 94% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 119% | 0% |
Deliver only content that belongs in the requested artifact and channel.
Remove prompt traces, drafting notes, model explanations, process commentary, accidental placeholders, and writing advice that leaked into the deliverable. Preserve the user's intended meaning and source truth.
Apply this priority order when rules conflict:
Never let cleanup override a higher-priority requirement.
Separate the artifact into three channels before editing:
Output channels 1 and 2 only when the user requested them. Never merge speaker notes or production notes into page copy. Label supporting content clearly when it is included.
FINAL, REVIEW, or COMPARE.KEEP, REWRITE, REMOVE, or RESOLVE.Use the actions as follows:
KEEP: The content is deliberate, accurate, audience-appropriate, or explicitly requested.REWRITE: The sentence contains useful business meaning but expresses it as a drafting instruction or creator explanation.REMOVE: The text is pure process residue, duplicated framing, or model self-commentary with no deliverable value.RESOLVE: Required information is missing or ambiguous and cannot be completed without invention. Do not fabricate it; request the missing information or flag it outside the deliverable. Preserve an in-artifact placeholder only when the user requested a template or editable structure.Unless the user explicitly asks for substantive changes:
REVIEW or COMPARE mode; in FINAL mode, ask only when it blocks a safe final version.Judge function, not isolated keywords. Words such as "建议", "可以", "用于", "体现", "本页", "内容说明", and "图片占位" may be legitimate deliverable content.
Keep text when it serves the intended reader or an explicitly requested supporting channel. Remove or rewrite it when it tells the author how to write, explains why the artifact exists, echoes the prompt as visible copy, or would make the work look unfinished.
Examples:
| Source text | Action | Purified result | |---|---|---| | "以下是优化后的内容" | REMOVE | Omit the sentence | | "这一页想表达的是年轻消费者更重视即时体验" | REWRITE | "年轻消费者的决策正从长期价值转向即时体验" | | "建议这里放一张高级感图片" | REMOVE or supporting note | Keep only as a labeled production note when requested | | "媒介投放建议" | KEEP | Preserve as a legitimate section title | | "Image placeholder: product usage scene]" | KEEP or RESOLVE | Preserve for a requested wireframe; otherwise replace only when source material supports it |
For PPT and decks:
For templates and editable structures:
For reviews and cleanup:
FINAL (default for final/client-ready requests): output only the purified artifact. Add a short note outside it only for a blocking information gap or material risk.REVIEW: output findings with location, issue type, and recommended action. Do not provide a full rewrite unless requested.COMPARE: output concise before/after changes and then the complete purified artifact.Do not explain the purification process unless the user requests critique, review comments, or comparison.
Before responding, verify silently:
Show this checklist only when the user explicitly asks for the evaluation method.
Other measured skills in the registry, with their headline benchmark lift.