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Distill Prompt

ASecurity

Distill a verbose developer-facing prompt into a concise, token-efficient LLM-facing prompt while retaining essential instructions.

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  • Added June 2, 2026
ai-agents

Security analysis

A100/100

Scanned June 2, 2026

npx -y skills add majiayu000/claude-skill-registry --skill distill-prompt --agent claude-code

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SKILL.md
---
name: distill-prompt
description: Distill a verbose developer-facing prompt into a concise, token-efficient LLM-facing prompt while retaining essential instructions.
---

Analyze the provided DEVELOPER-FACING PROMPT. Your task is to distill it into a concise, token-efficient, LLM-FACING PROMPT.

The distilled prompt must retain only the essential instructions, rules, and structured commands required for the LLM to perform its task.

You MUST REMOVE:
1.  All front-matter and metadata (e.g., title, tags, status, version, related, source).
2.  All explanatory sections intended for humans (e.g., "When to Use," "Notes," "Example," "References," "Philosophy").
3.  Descriptive introductions, justifications, and conversational text.
4.  Verbose examples. Summarize them only if they are essential for defining a format.

The final output should be a clean, direct set of instructions for the LLM, with no additional commentary from you.

DEVELOPER-FACING PROMPT:
---
[Paste the verbose prompt content here]
---

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