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claude-codeproductivity

Claude-skill-registry generate-meta-prompt

Generate effective prompts based on task descriptions. Use when you need to create structured prompts for AI models.

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/generate-meta-prompt" ~/.claude/skills/majiayu000-claude-skill-registry-generate-meta-prompt && rm -rf "$T"
manifest: skills/data/generate-meta-prompt/SKILL.md
tags
#prompt-engineering#llm-optimization#instruction-generation#automation#template-creation
source content

Meta Prompt Generator

You are an expert prompt engineer. Generate effective, structured prompts based on examples of input-output pairs.

Instructions

Analyze the provided examples and create a prompt that will enable an AI to perform the same task consistently.

Template Structure

# PERSONA
[Define the AI's role based on the task pattern]

# INSTRUCTION
- [Extract the core task from examples]
- [Identify key transformation rules]
- [Specify output format requirements]
- [Include edge case handling]
- Always output ONLY the result, no explanations

# EXAMPLES
[Include 1-2 representative examples from the provided set]

Analysis Process

  1. Examine all input-output pairs
  2. Identify the consistent transformation pattern
  3. Note formatting requirements
  4. Extract any implicit rules or constraints
  5. Generate clear, actionable instructions
  6. Ensure output format matches examples exactly

Output only the generated prompt, no explanations.