pingdior/how-to-write-prompts-claude-engineer
how-to-write-prompts-claude-engineer/SKILL.md
--- name: how-to-write-prompts-claude-engineer description: Anthropic engineers' best practices for prompt writing. Use when improving prompts, teaching prompt engineering, or understanding model interaction. Trigger phrases: "Claude工程师", "提示词技巧", "不要角色扮演", "实话实说" metadata: author: [email protected] version: 1.0.0 --- # How to Write Prompts - Claude Engineer Insights ## Overview Anthropic prompt engineers' key principles: clear communication, iteration, honesty with models, no unnecessar
$ install --global
skillsauthnpx skillsauth add pingdior/usingskills how-to-write-prompts-claude-engineerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: May 6, 2026, 6:32 AM170.5s1 file scanned
SKILL.md
- name:
- how-to-write-prompts-claude-engineer
- description:
- Anthropic engineers' best practices for prompt writing. Use when improving prompts, teaching prompt engineering, or understanding model interaction. Trigger phrases: "Claude工程师", "提示词技巧", "不要角色扮演", "实话实说
- author:
- [email protected]
- version:
- 1.0.0
How to Write Prompts - Claude Engineer Insights
Overview
Anthropic prompt engineers' key principles: clear communication, iteration, honesty with models, no unnecessary role-play.
Core Principles
1. Clear Communication
- Write very clear task descriptions, not abstract constructs
- Articulate clearly so model understands the task
- Organize everything you know but model doesn't, then write it down
2. Iteration
- Prompt engineering = trial and error process
- Willingness to iterate and observe is critical
- Test edge cases: empty input, unusual data, boundary conditions
- When model errs: ask "Why did you get this wrong? Can you help fix my prompt?"
3. No Role-Play Needed
- As models improve, no need to lie to them
- Don't pretend "I'm a teacher giving a quiz" - say "I'm building an LLM evaluation dataset"
- Imagine a capable temp worker with little context - describe your task directly
- Record yourself explaining the task, transcribe, paste into prompt - often works better
4. Trust Model Capability
- Don't treat model like a child; don't over-simplify
- Models can understand complex information
- Give papers directly instead of simplified "baby version"
- Respect model's ability to handle context
5. When to Give Up
- Some tasks: every adjustment pushes result further from goal → abandon
- Better to wait for next model than spend months on unsolvable prompt
Research vs Consumer Prompts
- Research: Fewer examples, seek diversity, explore model boundaries
- Consumer: Many examples, prioritize stability and consistency
- Enterprise: Must handle millions of uses, consider all edge cases
Usage Example
User input: "我的提示词效果不好，怎么改进？" AI action: Applies principles - clarify task, test edge cases, try transcribing verbal explanation, avoid role-play shortcuts Expected result: Improved prompt with clear task description and edge case handling
Related Skills
pingdior/xiaohongshu-trending-content-script
documentation
VerifiedTrustedCommunity
--- name: xiaohongshu-trending-content-script description: Generates Xiaohongshu viral copy and 2-minute voiceover scripts through multi-turn dialogue. Use when creating Xiaohongshu content, analyzing viral elements, or writing high-engagement posts. Trigger phrases: "小红书爆款", "爆款文案", "口播脚本", "小红书流量" metadata: author: [email protected] version: 1.0.0 --- # Xiaohongshu Trending Content Script Master ## Overview Expert at generating Xiaohongshu viral copy through guided multi-turn dialogue.
4SKILL.mdUpdated May 6, 2026
pingdior/xiaohongshu-platform-card-output
testing
VerifiedTrustedCommunity
--- name: xiaohongshu-platform-card-output description: Converts long content into Xiaohongshu/Instagram style visual cards. Use when creating social media card series, knowledge cards, or visual content for Xiaohongshu. Trigger phrases: "小红书卡片", "系列卡片", "视觉卡片", "4:5画布" metadata: author: [email protected] version: 1.0.0 --- # Xiaohongshu Style Card Generator ## Overview Professional Xiaohongshu/Instagram content designer. Transforms long content into visual card series. Outputs both Chin
4SKILL.mdUpdated May 6, 2026
pingdior/wechat-video-trending-content-script
testing
VerifiedTrustedCommunity
--- name: wechat-video-trending-content-script description: Generates viral WeChat Video (视频号) scripts with platform-specific optimization. Use when creating short-form video content for WeChat Video, designing hooks, or optimizing for social recommendation. Trigger phrases: "视频号", "爆款脚本", "微信视频", "黄金3秒" metadata: author: [email protected] version: 1.0.0 --- # WeChat Video Trending Content Script Master ## Overview Expert at generating viral WeChat Video scripts. Adapts to platform's "st
4SKILL.mdUpdated May 6, 2026
pingdior/visual-model-card-designer
testing
VerifiedTrustedCommunity
--- name: visual-model-card-designer description: Transforms long content into logic-model or minimal-graphic vertical cards. Use when creating visual summaries, social media cards, or diagram-based content. Trigger phrases: "视觉卡片", "逻辑模型", "竖屏卡片", "图解" metadata: author: [email protected] version: 3.1 --- # Visual Model Card Designer ## Overview Transforms long content into "logic model" or "minimal graphic" style vertical cards. Prioritizes diagrams over pure text. All graphics must use
4SKILL.mdUpdated May 6, 2026