prompt

See how you really use AI — X-ray your AI coding sessions locally

Enjoy easier conversations with LLM

I recently attended the Geekbang "Large Language Models Application Development Practice Camp", where I learned about the application development of Large Language Models. Below is a summary of the after-class exercises that I participated in the camp.

🍌 selected Nano Banana Pro prompts for PPT, infographics with images, multilingual support, and instant gallery preview. Open-source prompt engineering library.

提示词分支、版本式管理工具 | Prompt branching and version management tool

Collection of LLM system prompts, agentic personas, cognitive frameworks & prompt engineering experiments

Must-read papers and blogs about parametric knowledge mechanism in LLMs.

See also APPL: https://github.com/appl-team/appl that improves this project. A Python package for writing Language Models prompts in a nested way.

Collection of Basic Prompt Templates for Various Chat LLMs (Chat LLM 的基础提示模板集合)

A pipeline for Prompt-tuning

Prompt Crafting with JSX

Persona Control Language (PCL)

LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation

Prompt Engineering best practices guidebook, written for humans.

In ChatGPT Prompt Engineering for Developers, you will learn how to use a large language model (LLM) to quickly build new and powerful applications.

PromptGuard is a single-file AI security platform that scans user prompts in real-time and classifies them as SAFE, SUSPICIOUS, or DANGEROUS.

A curated skillstack for AI agents. Make your AI code editor write code like a Tech Lead. Stop copy-pasting instructions. Install 794 expert rules, workflows, and custom personas in Cursor, Claude Code, and Windsurf with one CLI command.

(: SMILE! The positive prompt language for structured prompt engineering — used for complex prompts, multi-turn pipelines, agentic engineering. Modular & maintainable prompts for powerful Large Language Model responses.

Easiest way to write, build, run & share your OpenAI prompts. Do prompt engineer with confidence.

Provides a simple way to manage prompts for a generative AI system.