awesome-gpt-prompt-engineering: A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering

by snwfdhmp · Agent Tool · ★ 1.6k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 53/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

awesomeawesome-listawesome-listsawesome-readmeawesome-resourceschatgptgptgpt-3gpt-35-turbogpt-4

Quick Facts

Stars1,630
Forks202
LanguagePython
CategoryAgent Tool
Quality Score53/100
Open Issues17
Last Updated2026-02-23
Created2023-05-31
Platformspython
Est. Tokens~59k

About awesome-gpt-prompt-engineering

Awesome GPT Prompt Engineering A curated list of awesome resources, tools, and other shiny things for GPT prompt engineering. Consider giving it a ⭐️ if you like it to show your support! Table of Contents Awesome GPT Prompt Engineering Roadmaps Guides Techniques Prompt Collections Papers Books Communities Prompt Generators Auto-GPT Related Prompt Injection Playgrounds and Alternative UIs ChatGPT...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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