prompt-engineering-expert

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

1,864 stars

Best use case

prompt-engineering-expert is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

Teams using prompt-engineering-expert should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/prompt-engineering-expert/SKILL.md --create-dirs "https://raw.githubusercontent.com/LeoYeAI/openclaw-master-skills/main/skills/prompt-engineering-expert/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/prompt-engineering-expert/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How prompt-engineering-expert Compares

Feature / Agentprompt-engineering-expertStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Prompt Engineering Expert Skill

This skill equips Claude with deep expertise in prompt engineering, custom instructions design, and prompt optimization. It provides comprehensive guidance on crafting effective AI prompts, designing agent instructions, and iteratively improving prompt performance.

## Capabilities

- **Prompt Writing Best Practices**: Expert guidance on clear, direct prompts with proper structure and formatting
- **Custom Instructions Design**: Creating effective system prompts and custom instructions for AI agents
- **Prompt Optimization**: Analyzing, refining, and improving existing prompts for better performance
- **Advanced Techniques**: Chain-of-thought prompting, few-shot examples, XML tags, role-based prompting
- **Evaluation & Testing**: Developing test cases and success criteria for prompt evaluation
- **Anti-patterns Recognition**: Identifying and correcting common prompt engineering mistakes
- **Context Management**: Optimizing token usage and context window management
- **Multimodal Prompting**: Guidance on vision, embeddings, and file-based prompts

## Use Cases

- Refining vague or ineffective prompts
- Creating specialized system prompts for specific domains
- Designing custom instructions for AI agents and skills
- Optimizing prompts for consistency and reliability
- Teaching prompt engineering best practices
- Debugging prompt performance issues
- Creating prompt templates for reusable workflows

Related Skills

swift-concurrency-expert

1864
from LeoYeAI/openclaw-master-skills

Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file.

stripe-integration-expert

1864
from LeoYeAI/openclaw-master-skills

Stripe Integration Expert

senior-prompt-engineer

1864
from LeoYeAI/openclaw-master-skills

This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic systems", "implement RAG", "create few-shot examples", "analyze token usage", or "design AI workflows". Use for prompt engineering patterns, LLM evaluation frameworks, agent architectures, and structured output design.

qms-audit-expert

1864
from LeoYeAI/openclaw-master-skills

ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use for internal audit planning, audit execution, finding classification, external audit preparation, or audit program management.

prompt-engineering-patterns

1864
from LeoYeAI/openclaw-master-skills

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

prompt-engineer-toolkit

1864
from LeoYeAI/openclaw-master-skills

Analyzes and rewrites prompts for better AI output, creates reusable prompt templates for marketing use cases (ad copy, email campaigns, social media), and structures end-to-end AI content workflows. Use when the user wants to improve prompts for AI-assisted marketing, build prompt templates, or optimize AI content workflows. Also use when the user mentions 'prompt engineering,' 'improve my prompts,' 'AI writing quality,' 'prompt templates,' or 'AI content workflow.'

pr-review-expert

1864
from LeoYeAI/openclaw-master-skills

PR Review Expert

jira-expert

1864
from LeoYeAI/openclaw-master-skills

Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use for Jira project setup, configuration, advanced search, dashboard creation, workflow design, and technical Jira operations.

isms-audit-expert

1864
from LeoYeAI/openclaw-master-skills

Information Security Management System (ISMS) audit expert for ISO 27001 compliance verification, security control assessment, and certification support. Use when the user mentions ISO 27001, ISMS audit, Annex A controls, Statement of Applicability (SOA), gap analysis, nonconformity management, internal audit, surveillance audit, or security certification preparation. Helps review control implementation evidence, document audit findings, classify nonconformities, generate risk-based audit plans, map controls to Annex A requirements, prepare Stage 1 and Stage 2 audit documentation, and support corrective action workflows.

gdpr-dsgvo-expert

1864
from LeoYeAI/openclaw-master-skills

GDPR and German DSGVO compliance automation. Scans codebases for privacy risks, generates DPIA documentation, tracks data subject rights requests. Use for GDPR compliance assessments, privacy audits, data protection planning, DPIA generation, and data subject rights management.

confluence-expert

1864
from LeoYeAI/openclaw-master-skills

Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.

boost-prompt

1864
from LeoYeAI/openclaw-master-skills

Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.