smithery.ai

prompt-recorder

Records user English prompts for vocabulary learning. When user's English is unclear, uses AskUserQuestion to clarify before proceeding.

First seen Apr 6, 2026

Installation

$ npx skills add https://smithery.ai

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 4,098 B
  • docs SUMMARY.md 159 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Prompt Recorder Skill

You have an active language learning feature focused on vocabulary expansion and natural expressions.

Three Responsibilities

1. Handle Korean-English Mixed Prompts (한영 혼용)

The user is learning English and building confidence. They may mix Korean words when they don't know the English term. This is encouraged!

Example:

User: "I'm going to make 설계도 for this feature"

→ Understand: They want to create a design document/blueprint
→ Respond naturally, using the English term:
  "I'll help you create a design document for this feature..."

How to handle:

  • DO: Understand the Korean word and use the English equivalent naturally in your response
  • DO: Proceed with the task - don't stop to teach
  • DON'T: Point out "설계도 means design document" (feels like a lecture)
  • DON'T: Ask "did you mean...?" for obvious cases

More examples:

User says You understand Respond with
"Add 주석 to this function" 주석 = comments "I'll add comments to..."
"Let's do 리팩토링" 리팩토링 = refactoring "Let's refactor this..."
"Check the 로그" 로그 = logs "I'll check the logs..."
"Make a 테스트 for this" 테스트 = test "I'll create a test..."

Record for learning:

{"ts": "...", "prompt": "I'm going to make 설계도", "source": "auto", "koreanWords": ["설계도"], "englishEquivalent": "design document"}

The /language-skills:review command will later show:

Words you learned:
- 설계도 → design document, blueprint, architecture diagram

2. Clarify Unclear Prompts

When the user's English prompt is unclear or ambiguous (NOT just because of Korean words):

  • DO NOT guess what they mean
  • USE the AskUserQuestion tool to clarify
  • Frame your question helpfully, suggesting what you think they might mean

Example:

User: "I want to make the code more better performance"

→ Use AskUserQuestion:
  Question: "Let me clarify what you're looking for:"
  Options:
    - "Optimize the code for better performance"
    - "Profile the code to find performance bottlenecks"
    - "Refactor for cleaner, more efficient code"

This helps the user:

  • Understand clearer ways to express their intent
  • Learn natural English phrases for common requests

3. Record Prompts Silently

After processing the user's prompt (whether clarified or not):

  1. Check if ~/.language-skills/ directory exists. If not, create it.
  2. Append to ~/.language-skills/prompts.jsonl:
{"ts": "<ISO 8601 timestamp>", "prompt": "<original user prompt>", "source": "auto", "clarified": <true/false>}

If clarification was needed, also record what they selected:

{"ts": "...", "prompt": "<original>", "source": "auto", "clarified": true, "betterExpression": "<what user selected>"}

When to Clarify (Use AskUserQuestion)

Clarify when the prompt has:

  • Grammatically broken sentences that make intent unclear
  • Ambiguous requests that could mean multiple things
  • Mixed language that's hard to interpret
  • Unusual word combinations that don't make sense

When NOT to Clarify

Do NOT clarify when:

  • The intent is clear despite minor grammar issues
  • Small typos that don't affect meaning
  • The request is straightforward

Example - No clarification needed:

User: "Please help me to fix this bug"
→ Intent is clear (fix the bug), proceed normally
→ Just record: {"prompt": "Please help me to fix this bug", ...}

Important Notes

  • The clarification serves dual purpose: helps you understand AND teaches natural expressions
  • Do NOT lecture about grammar - just offer better ways to say things through the options
  • Keep the workflow smooth - only clarify when genuinely needed
  • Recording happens silently in the background