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Promptify Skill

Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed.

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็‰ˆๆœฌ3.1.0
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ๅฎ‰ๅ…จ้€š่ฟ‡
๐Ÿ’ฌPrompt

ๆŠ€่ƒฝ่ฏดๆ˜Ž


name: promptify description: Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed. metadata: {"moltbot":{"emoji":"โœจ"}}

Prompt Optimizer

Transform prompts into clear, effective ones. Model-agnostic.

Modifiers (parse from ARGUMENTS)

  • +ask โ†’ Force clarifying questions
  • +deep โ†’ Force codebase exploration
  • +web โ†’ Force web search

No modifiers? Auto-detect what's needed.

Auto-Detection Triggers

TriggerSignals
codebase-researcher"this project", "our API", specific files/functions, "integrate", "extend", "refactor"
clarifierAmbiguous ("make it better"), multiple interpretations, missing constraints, vague pronouns
web-researcher"best practices", "latest", external APIs/libraries, framework patterns, year references

Agent Dispatch

When agents needed:

  1. Announce which and why
  2. Run in parallel via Task tool (agents/ directory)
  3. Synthesize findings
  4. Optimize with gathered context

Core Contract (every prompt needs all four)

ElementIf Missing
RoleAdd persona with expertise
TaskMake action specific
ConstraintsInfer from context
OutputSpecify format/structure

Process

  1. If image: Analyze, incorporate context
  2. Detect type: coding/writing/analysis/creative/data
  3. Convert outputโ†’process: "Write X" โ†’ "Analyze โ†’ Plan โ†’ Implement โ†’ Validate"
  4. Strip fluff: "please", "I want you to", filler, apologies
  5. Apply contract: Verify all 4 elements
  6. Add structure: XML tags for complex prompts

Type Focus

  • Coding: Specs, edge cases, framework
  • Writing: Tone, audience, length
  • Analysis: Criteria, depth
  • Creative: Constraints, novelty
  • Data: I/O format, edge cases

Output

  1. Optimized prompt in code block
  2. echo 'PROMPT' | pbcopy
  3. 2-3 sentence explanation

ๅฆ‚ไฝ•ไฝฟ็”จใ€ŒPromptify Skillใ€๏ผŸ

  1. ๆ‰“ๅผ€ๅฐ้พ™่™พAI๏ผˆWeb ๆˆ– iOS App๏ผ‰
  2. ็‚นๅ‡ปไธŠๆ–นใ€Œ็ซ‹ๅณไฝฟ็”จใ€ๆŒ‰้’ฎ๏ผŒๆˆ–ๅœจๅฏน่ฏๆก†ไธญ่พ“ๅ…ฅไปปๅŠกๆ่ฟฐ
  3. ๅฐ้พ™่™พAI ไผš่‡ชๅŠจๅŒน้…ๅนถ่ฐƒ็”จใ€ŒPromptify Skillใ€ๆŠ€่ƒฝๅฎŒๆˆไปปๅŠก
  4. ็ป“ๆžœๅณๆ—ถๅ‘ˆ็Žฐ๏ผŒๆ”ฏๆŒ็ปง็ปญๅฏน่ฏไผ˜ๅŒ–

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