awesome-prompt-engineering: A curated list of resources, tools, papers, and platforms for prompt engineering in large language models

by awesomelistsio · Agent Tool · ★ 212

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

Security audit verdict: SAFE · quality 61/100

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.

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.

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Quick Facts

Stars212
Forks25
LanguagePython
CategoryAgent Tool
Quality Score61/100
Open Issues5
Last Updated2026-03-12
Created2025-06-28
Platformspython
Est. Tokens~1k

About awesome-prompt-engineering

Awesome Prompt Engineering           A curated list of resources, tools, papers, and platforms for prompt engineering in large language models (LLMs) and generative AI. Prompt engineering is the craft of designing effective prompts to instruct and guide AI models to perform specific tasks accurately, creatively, and reliably.

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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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