Topics / #prompt-library

Prompt-library projects on GitHub

Curated collections of reusable prompts for common AI tasks.

As of , the most-starred Prompt-library projects on GitHub are system-prompts-and-models-of-ai-tools (144.1K stars), awesome-chatgpt-prompts-zh (63.7K stars) and awesome-ai-research-writing (35K stars). GitHub.Locker tracks 22 Prompt-library repositories with 450K stars combined. The fastest-growing on October 18 was lemo-opuscar, with +369 stars in a day.

22Projects
450KStars in total
+783Stars in a day
Browse in the catalog →github.com/topics/prompt-library ↗

Hot right now

Most stars gained in a day · Oct 18

+369

lemo-opuscar

lemomo-ai/lemo-opuscar · ★ 3.3K

Lemo-Opuscar is a Claude Code skill that lets Claude Opus 5.5 direct, draw, score and mix short films entirely in code, with 43 ready-made film styles you can apply to your own story.

+75

handraw-style

yang0/handraw-style · ★ 5.7K

A Skill that catalogs 261 numbered hand-drawn illustration styles; you pick a number, tell it your subject, and it returns a bilingual (Chinese and English) prompt with the style name baked in, ready to paste into any image-generating AI.

+62

awesome-ai-research-writing

Leey21/awesome-ai-research-writing · ★ 35K

It is a curated collection of academic-writing prompt templates and agent skills, built from the real workflows of researchers at top labs like MSRA and Seed and students from Peking University, USTC and SJTU, to help polish, translate and de-AI-ify research papers written in LaTeX or Word.

+59

awesome-gpt-image-2

freestylefly/awesome-gpt-image-2 · ★ 34.7K

A curated library for OpenAI's GPT Image 2 model: 544 reverse-engineered prompt cases, 20+ industrial prompt templates and a reusable agent skill, presented as a browsable gallery website.

The all-time top

22 projects · by stars

  1. #1 · x1xhlol/system-prompts-and-models-of-ai-tools

    system-prompts-and-models-of-ai-tools

    A public collection of the actual system prompts used by popular AI products - coding agents, browsers and assistants - plus their internal tools and AI models.

    144.1K
  2. #2 · PlexPt/awesome-chatgpt-prompts-zh

    awesome-chatgpt-prompts-zh

    A curated Chinese-language collection of ChatGPT prompt templates ('调教指南') covering dozens of roles and use cases, from acting as a Linux terminal to writing novels, translating text, or running mock interviews.

    63.7K
  3. #3 · Leey21/awesome-ai-research-writing

    awesome-ai-research-writing

    It is a curated collection of academic-writing prompt templates and agent skills, built from the real workflows of researchers at top labs like MSRA and Seed and students from Peking University, USTC and SJTU, to help polish, translate and de-AI-ify research papers written in LaTeX or Word.

    35K
  1. 4

    awesome-gpt-image-2

    34.7Kfreestylefly/awesome-gpt-image-2 · JavaScript

    A curated library for OpenAI's GPT Image 2 model: 544 reverse-engineered prompt cases, 20+ industrial prompt templates and a reusable agent skill, presented as a browsable gallery website.

  2. 5

    GPTs

    32Klinexjlin/GPTs

    A curated collection of leaked system prompts from OpenAI's custom GPTs — the hidden instruction texts behind hundreds of popular GPTs, gathered in one GitHub repo.

  3. 6

    vibe-coding-cn

    23.1K2025Emma/vibe-coding-cn · Python

    A Chinese-language guide to vibe coding — a planning-driven workflow for building software by pair programming with AI, covering the whole path from project idea and tech choice to development, debugging and scaling.

  4. 7

    L1B3RT4S

    21.9Kelder-plinius/L1B3RT4S

    A public collection of jailbreak prompts — the author calls them 'liberation prompts' — meant to make flagship AI models respond without their usual refusals. It is maintained by AI red-teamer elder-plinius.

  5. 8

    agency-agents-zh

    21.4KjnMetaCode/agency-agents-zh · Shell

    A Chinese-community edition of the agency-agents library: 277 plug-and-play AI expert personas covering 20 departments — from CEO and CTO to engineering, design, security and finance — that install into AI coding tools like Claude Code, Cursor and Copilot.

  6. 9

    voyager

    20.4Kvoyager-crew/voyager · TypeScript

    Voyager is a free, open-source browser extension that enhances AI chat sites — Gemini, Google AI Studio, Claude, ChatGPT and DeepSeek — with folders, timelines, export and other tweaks, plus a prompt manager that works on any website.

  7. 10

    leaked-system-prompts

    15Kjujumilk3/leaked-system-prompts

    A collection of leaked system prompts from widely used LLM-based services, gathered as individual documents in one repository.

  8. 11

    awesome-nanobanana-pro

    10.4KZeroLu/awesome-nanobanana-pro

    A curated, categorized collection of the best Nano Banana Pro prompts and examples — an awesome list for getting the most out of the Nano Banana Pro (Nano Banana 2) AI image model.

  9. 12

    infinite-canvas

    7.8Kbasketikun/infinite-canvas · TypeScript

    An open-source infinite canvas workbench for AI creation: it puts canvas orchestration, AI image generation, reference-image editing, a chat assistant, a prompt library and asset management in one interface.

  10. 13

    GPT-Image2-Skill

    5.8Kwuyoscar/GPT-Image2-Skill · Python

    A curated gallery of GPT Image 2/2.5 prompts (163 numbered entries) shipped together with two agent skills and a Python CLI for OpenAI image generation and editing.

  11. 14

    handraw-style

    5.7Kyang0/handraw-style · HTML

    A Skill that catalogs 261 numbered hand-drawn illustration styles; you pick a number, tell it your subject, and it returns a bilingual (Chinese and English) prompt with the style name baked in, ready to paste into any image-generating AI.

  12. 15

    lemo-opuscar

    3.3Klemomo-ai/lemo-opuscar · JavaScript

    Lemo-Opuscar is a Claude Code skill that lets Claude Opus 5.5 direct, draw, score and mix short films entirely in code, with 43 ready-made film styles you can apply to your own story.

  13. 16

    awesome-seedance

    2.1KLearnPrompt/awesome-seedance · JavaScript

    An evidence-led prompt library for ByteDance's Seedance 2.5 / 2.0 text-to-video model: 463 cases traced to their original posts, 264 cross-model retests with public verdicts, 25 copy-ready templates and 60 installable Skills, synced daily from GoodCase.ai.

  14. 17

    AgentDock

    1.8KAgentDock/AgentDock · MDX

    AgentDock is a framework for building AI agents with configurable determinism, made of an open-source Node.js core library (AgentDock Core) and a Next.js reference client app. Note: the project has been retired by its maintainers - its prompt library moved to AgentDock/prompt-library and its companion book to AgentDock/ai-agents-book.

  15. 18

    dsh-image-gen

    634shanliuling/dsh-image-gen · TypeScript

    dsh-image-gen is the native AI image creation plugin for DeepSeek Harness (DSH). It brings chat-based image generation and editing, a batch Studio, multi-model comparison, a library of 500+ prompts, a gallery manager, and local ComfyUI workflows directly into DSH conversations.

  16. 19

    awesome-gpt-image-2-5-prompts

    591youart-open-source/awesome-gpt-image-2-5-prompts · JavaScript

    A curated, credited collection of 150 real-world prompts people published after running them on OpenAI's GPT Image models (including GPT Image 2.5), grouped into 9 use cases, each one kept verbatim with the original author and a link to their post.

  17. 20

    God-minmax-H3

    302LIUFelix2004/God-minmax-H3 · Shell

    A curated library of video-generation prompts for the MiniMax H3 (Hailuo 3.0) model, packaged as an installable Agent Skill, along with the prompt-writing/API reference docs and ffmpeg stitching scripts needed to turn those prompts into finished clips.

  18. 21

    muyang-illustration-skills

    206yokel1121/muyang-illustration-skills

    A Chinese-language illustration generation skill pack for Codex, bundling 1 main entry skill, 8 style sub-skills, and 25 fixed prompt recipes for distinct illustration styles.

  19. 22

    Prompt-APP-optimization

    105lza6/Prompt-APP-optimization

    A curated collection of Chinese-language prompt templates for AI coding assistants, designed to optimize project review, architecture planning, bug fixing, and refactoring across any programming language.

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