Prompt Optimization

llm-application-dev-prompt-optimize

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati

boisenoise/skills-collections·0installs10starsProductivity & Planning

SKILL.md

Full skill instructions

Prompt Optimization

Use this skill when

Working on prompt optimization tasks or workflows
Needing guidance, best practices, or checklists for prompt optimization

Do not use this skill when

The task is unrelated to prompt optimization
You need a different domain or tool outside this scope

Context

Transform basic instructions into production-ready prompts. Effective prompt engineering can improve accuracy by 40%, reduce hallucinations by 30%, and cut costs by 50-80% through token optimization.

Requirements

$ARGUMENTS

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

Resources

resources/implementation-playbook.md for detailed patterns and examples.

Limitations

Use this skill only when the task clearly matches the scope described above.
Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/boisenoise/skills-collections --skill antigravity-llm-application-dev-prompt-optimize

View on GitHub

skills/antigravity-llm-application-dev-prompt-optimize/SKILL.md

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