Top 10 prompt engineering resources (expanded and curated)

Prompt engineering evolves fast. To keep skills current, focus on resources that mix fundamentals, examples, and hands-on templates. Here is a curated and expanded list you can share with your team.

Core guides and primers

• Foundations of prompt engineering: role, audience, constraints, and iteration.
• Meta-prompting walkthroughs: how to ask the model to draft, critique, and refine prompts.
• Safety and bias guides: checklists for reducing hallucinations and ensuring inclusive language.

Templates and libraries

• Prompt templates for outlines, summaries, code reviews, and search-friendly drafts.
• Reusable “slots” for role, audience, length, tone, inclusions, and links.
• Evaluation prompts that ask the model to self-critique and tighten outputs.

Hands-on practice

• Weekly drills: rewrite prompts for new audiences, shorten long drafts, and add compliance notes.
• Compare zero-shot, few-shot, and chain-of-thought variants.
• Keep a prompt changelog with examples, results, and lessons learned.

Communities and updates

• Trusted newsletters and Discord/Slack groups focused on applied prompting.
• Release notes for major models so you can adjust prompts to new capabilities.
• Open-source prompt libraries and competitions to benchmark your own patterns.

Use this list as a living syllabus. Pair the resources with your own prompt library and QR-coded social cards so teammates can scan, learn, and ship better prompts fast.