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Awesome Prompts (ai-boost)

Curated prompts, frameworks, and papers with an engineering bias — 20 prompt domains plus eval and red-team sections.

Prompt Librariespromptscuratedproductivityengineering
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ai-boost's awesome list is organized like an engineering handbook: copy-paste prompts across 20 subject categories (coding, DevOps, data, legal, healthcare, and more, plus a legacy 2023-era archive), followed by Frameworks sections on prompt programming, automatic prompt optimization, eval and testing, and red-team security, then curated system prompt leaks, prompt and context engineering guides, an agent ecosystem section (MCP, A2A, Skills), official guides, papers, and tools.

What it does

  • Copy-paste prompts across 20 subject categories, each entry linking to a plain-text prompt file
  • Frameworks section curates prompt programming, automatic prompt optimization, tool-use reliability, eval and testing, and red-team security
  • Reference sections for system prompt leaks, context engineering, the agent ecosystem (MCP, A2A, Skills), official guides, and papers
  • Actively maintained — commits landing within days of this writing (GitHub API, October 2026)

When to use it

Use it when generic productivity prompt lists run too shallow: it goes deep on verifier design, prompt-injection defense patterns, and evaluation, with paper citations on many entries.

Getting started

Copy a prompt straight from the README tables or grab the plain-text file from the prompts/ directory — no installation involved.

Things to know

Licensed GPL-3.0 — copyleft terms apply if you redistribute derived prompt collections; the Legacy section is 2023-era material kept for reference.

Repository

ai-boost/awesome-prompts

Charted

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