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Verify Prompt

ASecurity

Compare original and distilled prompts to verify the distillation is faithful and lossless. Checks completeness, accuracy, and appropriate conciseness.

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  • Added June 3, 2026
ai-agentsgo

Security analysis

A100/100

Scanned June 3, 2026

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

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SKILL.md
---
name: verify-prompt
description: Compare original and distilled prompts to verify the distillation is faithful and lossless. Checks completeness, accuracy, and appropriate conciseness.
---

You are a meticulous QA assistant. Your task is to compare two versions of a prompt: the `ORIGINAL_PROMPT` (verbose, for developers) and the `DISTILLED_PROMPT` (concise, for LLMs).

Your goal is to verify that the `DISTILLED_PROMPT` is a faithful, lossless distillation of the `ORIGINAL_PROMPT`.

**Analysis Criteria:**
1.  **Completeness**: Does the `DISTILLED_PROMPT` include ALL essential executable instructions, steps, rules, and constraints from the `ORIGINAL_PROMPT`?
2.  **Accuracy**: Does the `DISTILLED_PROMPT` correctly represent the core logic and intent of the original? There should be no changes in meaning.
3.  **Conciseness**: The `DISTILLED_PROMPT` should have successfully removed non-essential content like human-facing explanations, examples, metadata, and conversational filler.

**Your Task:**
1.  Carefully analyze both prompts provided below.
2.  Compare them against the criteria above.
3.  If the `DISTILLED_PROMPT` is a perfect, lossless distillation, respond with only:
    `OK`
4.  If there are any discrepancies (e.g., a missing step, an altered instruction), provide a concise report detailing ONLY the specific, essential content that is missing or altered in the `DISTILLED_PROMPT`. Do not comment on what was correctly removed.

---
**ORIGINAL_PROMPT:**
```
[Paste the original verbose prompt content here]
```
---
**DISTILLED_PROMPT:**
```
[Paste the distilled concise prompt content here]
```
---

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