meta-prompting

name	meta-prompting
description	Agents optimizing prompts for other agents (Chain of Thought, Tree of Thoughts).
role	orch-planner
triggers	["optimize prompt","better prompt","chain of thought","system prompt","prompt engineering"]

meta-prompting Skill

This skill enables "Meta-Cognition": thinking about how to think.

1. Optimization Strategies

• CoT (Chain of Thought): "Let's think step by step." (Force reasoning before answer).
• ToT (Tree of Thoughts): "Generate 3 possible solutions. Evaluate each. Pick the best."
• Few-Shot: Provide 3 examples of "Input -> Output" to guide the model.

2. Dynamic Prompt Construction

Instead of static prompts, build them based on context:

1. Role: "You are a world-class [Role]."
2. Context: "We are building [Project]. The tech stack is [Stack]."
3. Constraint: "Do not use [Forbidden Lib]. Answer in [Format]."

3. Self-Correction Prompts

• "Review your previous answer. Did you meet all requirements? If not, rewrite it."
• "Are there any security vulnerabilities in the code you just wrote?"

4. Tool Use Prompts

• "You have access to grep. Use it to find the definition of User class before guessing."