{"data":{"slug":"ai-boost-awesome-prompts","name":"awesome-prompts","tagline":"Curated chatgpt prompts and advanced prompt engineering papers","github_url":"https://github.com/ai-boost/awesome-prompts","owner":"ai-boost","repo":"awesome-prompts","owner_avatar_url":"https://avatars.githubusercontent.com/u/70333750?v=4","primary_language":null,"stars":8910,"forks":867,"topics":["awesome","awesome-list","chatgpt","gpt4","gpts","gptstore","papers","prompt","prompt-engineering"],"archived":false,"github_pushed_at":"2026-09-19T08:05:46+00:00","maintenance_label":"Very active","stars_delta_30d":470,"url":"https://www.graphcanon.com/tools/ai-boost-awesome-prompts","markdown_url":"https://www.graphcanon.com/tools/ai-boost-awesome-prompts.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ai-boost-awesome-prompts","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ai-boost-awesome-prompts","description":"Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.","homepage_url":"https://awesomegpt.vip","license":"GPL-3.0","open_issues":37,"watchers":85,"ai_summary":"A collection of top-rated GPT prompts from the GPTs Store that includes Prompt Engineering, prompt attack, and prompt protect methods, as well as academic papers on Advanced Prompt Engineering.","readme_excerpt":"<div align=\"center\">\n  <h2 align=\"center\">Awesome Prompts 🪶</h2>\n  <p align=\"center\">\n    <img width=\"650\" src=\"https://raw.githubusercontent.com/ai-boost/awesome-prompts/main/assets/banner.png\">\n  </p>\n  <p align=\"center\">Curated prompts, frameworks, and papers — with an engineering bias.</p>\n  \n  <p align=\"center\">\n    <a href=\"https://zdoc.app/de/ai-boost/awesome-prompts\">Deutsch</a> |\n    <a href=\"https://zdoc.app/en/ai-boost/awesome-prompts\">English</a> |\n    <a href=\"https://zdoc.app/es/ai-boost/awesome-prompts\">Español</a> |\n    <a href=\"https://zdoc.app/fr/ai-boost/awesome-prompts\">français</a> |\n    <a href=\"https://zdoc.app/ja/ai-boost/awesome-prompts\">日本語</a> |\n    <a href=\"https://zdoc.app/ko/ai-boost/awesome-prompts\">한국어</a> |\n    <a href=\"https://zdoc.app/pt/ai-boost/awesome-prompts\">Português</a> |\n    <a href=\"https://zdoc.app/ru/ai-boost/awesome-prompts\">Русский</a> |\n    <a href=\"https://zdoc.app/zh/ai-boost/awesome-prompts\">中文</a>\n  </p>\n  <p align=\"center\">\n    <a href=\"https://awesome.re\"><img src=\"https://awesome.re/badge.svg\" alt=\"Awesome\" /></a>\n    <a href=\"http://makeapullrequest.com\"><img src=\"https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square\" alt=\"PRs Welcome\" /></a>\n  </p>\n</div>\n\n---\n\nThe prompt engineering world has split into two camps:\n\n- **Camp 1 — Prompt templates**: collect system prompts, share copy-paste recipes, curate persona prompts. Useful, but limited.\n- **Camp 2 — Prompt as engineering**: compile LM programs (DSPy), test and regress prompts (promptfoo), control generation structurally (Guidance), optimize prompts automatically (TextGrad, GEPA). This is where the long-term value is.\n\nThis repo covers both. The engineering camp gets more space.\n\n---\n\n## Table of Contents\n\n- [📋 Prompts](#prompts) — copy-paste ready\n  - [Coding & Development](#coding--development)\n  - [DevOps & SRE](#devops--sre)\n  - [Data Engineering](#data-engineering)\n  - [AI & ML](#ai--ml)\n  - [Product & Strategy](#product--strategy)\n  - [Project Management](#project-management)\n  - [Healthcare & Clinical](#healthcare--clinical)\n  - [Industrial & Automotive](#industrial--automotive)\n  - [Legal & Compliance](#legal--compliance)\n  - [Knowledge & Documentation](#knowledge--documentation)\n  - [Writing & Academic](#writing--academic)\n  - [Learning & Education](#learning--education)\n  - [Research & Analysis](#research--analysis)\n  - [Productivity & Tasks](#productivity--tasks)\n  - [Safety & Compliance](#safety--compliance)\n  - [Meta & Prompt Engineering](#meta--prompt-engineering)\n  - [Image, Video & Audio Generation](#image--video--audio-generation)\n  - [Creative & Role-play](#creative--role-play)\n  - [Game Development](#game-development)\n  - [Translation](#translation)\n  - [Legacy (2023 era)](#legacy-2023-era--kept-for-reference)\n- [🔬 Frameworks](#frameworks) — the engineering camp\n  - [Prompt Programming](#prompt-programming)\n  - [Automatic Prompt Optimization](#automatic-prompt-optimization)\n  - [Tool Use & Reliability](#tool-use--reliability)\n  - [Eval & Testing](#eval--testing)\n  - [Red Team & Security](#red-team--security)\n  - [Eval & Observability](#eval--observability)\n  - [Low-Code & Workflow Platforms](#low-code--workflow-platforms)\n- [🕵️ System Prompt Leaks](#system-prompt-leaks) — learn from production\n- [🧠 Prompt Engineering](#prompt-engineering) — techniques & defense\n- [🔭 Context Engineering](#context-engineering)\n- [🤖 Agent Ecosystem](#agent-ecosystem) — MCP, Skills, Harness\n- [📖 Official Guides](#official-guides)\n- [📄 Papers](#papers) — Foundations, Optimization, Reasoning, RAG, Agents, Multi-Agent, Safety, Self-Improving Agents, Tool Use, Evaluation, Memory, Multimodal\n- [🛠 Tools & Libraries](#tools--libraries)\n\n---\n\n## Prompts\n\nAll prompts are open — click, copy, use directly.\n\n### Coding & Development\n\n| Name | Description | Prompt |\n|------|-------------|--------|\n| 🤖 Agentic Coder | Plan-first coding agent — security checklist, test discipline, PR summary format (2","github_created_at":"2024-01-19T15:15:10+00:00","created_at":"2026-07-11T11:56:21.740053+00:00","updated_at":"2026-09-20T06:49:36.567041+00:00","categories":[{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"awesome-list","name":"awesome-list"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"prompt-attack","name":"prompt-attack"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"prompt-protect","name":"prompt-protect"}],"trust":{"provenance":{"is_fork":false,"github_id":745546184,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T06:49:34.955Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":0,"last_release_at":null,"stars_delta_30d":470,"open_issues_delta_30d":2},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:56:23.046Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T06:49:35.996Z"},"license_spdx":{"value":"GPL-3.0","source":"github.license","observed_at":"2026-09-20T06:49:35.996Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Need detailed prompt engineering resources","Wish to explore academic insights into advanced prompt techniques","Want curated prompts from highly-rated sources in the GPTs Store"],"when_not_to_use":["Seeking a platform for generating new prompts rather than reviewing existing ones","In search of direct support tools or services, not just informational content","Requiring real-time collaboration on prompt creation and experimentation"],"source":"enrich:decision_facts","observed_at":"2026-07-16T22:19:11.004Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"awesome-prompts is a collection of rated GPT prompts from the GPTs Store with a focus on engineering, attacks, protections, and academic papers."}]}}