Process Prose Trimming

SkillAI & models

Use this skill when auditing or trimming process residue from Skills, Prompts, comments, or docs; triggers include process prose cleanup, review residue, and current-state rewriting.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Process Prose Trimming skill

What this skill tells your AI

The instructions your AI receives, as published by naodeng/awesome-qa-skills in skills/en/skill-engineering/skill-prose-trim/SKILL.md and read by ahel’s review.

Use this Skill to remove text that cannot be understood from the repository's current state, while preserving contracts and durable facts.

Workflow

  1. Confirm file scope, language pairs, and edit permission.
  2. Classify each passage as current fact, contract, history, reasoning transcript, or review dialogue.
  3. Delete pure process residue and restate durable facts in present tense.
  4. Preserve negative guarantees, measured bounds, formal references, archives, and fixture fidelity.

Constraints

  • Never turn an assumption into a shipped capability.
  • Do not edit generated files, sealed archives, or recorded fixtures without explicit authorization.
  • Keep bilingual meaning aligned.

Read prompts/skill-prose-trim.md before producing output.

Signals

GitHub stars
210
Forks
29
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
skill-prose-trim
Source
github.com/naodeng/awesome-qa-skills