function: prompt-engineering
641 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| snarktank/clawchief Clawchief is an opinionated starter kit that turns OpenClaw into a founder/chief-of-staff operating system. It provides markdown-based task… | 64 | 1099 | active |
| pashov/skills A collection of AI-powered Solidity security skills built by Pashov Audit Group, packaged for use with AI coding assistants like Claude Cod… | 75 | 1096 | active |
| wilpel/caveman-compression A Python tool that compresses text for LLM contexts by stripping predictable grammar while preserving factual content, reducing token usage… | 41 | 1092 | active |
| HacxGPT-Official/HacxGPT-CLI HacxGPT-CLI is a Python command-line chat client for accessing uncensored, unrestricted language models, including HacxGPT's own paid API m… | 79 | 1086 | active |
| spring-ai-alibaba/Lynxe Lynxe (formerly JManus) is a Java-based, code-free 'Prompt Programming' studio implementing a Manus-style multi-agent system with high exec… | 76 | 1077 | active |
| dynamiq-ai/dynamiq Dynamiq is an open-source Python orchestration framework for building agentic AI and LLM applications, covering agents, RAG pipelines, work… | 85 | 1066 | active |
| op7418/guizang-material-illustration A Claude Code / Codex agent skill that generates material-style illustrations with Chinese labels for articles, notes, charts, and teaching… | 54 | 1064 | active |
| JudgmentLabs/judgeval Judgeval is an open-source Python SDK for LLM agent improvement, providing OpenTelemetry-based tracing and prompt-based agent-judge evaluat… | 84 | 1058 | active |
| shyamsaktawat/OpenAlpha_Evolve OpenAlpha_Evolve is an open-source Python framework inspired by DeepMind's AlphaEvolve that uses LLMs to iteratively generate, test, and ev… | 30 | 1049 | active |
| agents-flex/agents-flex Agents-Flex is a lightweight, modular Java framework for building AI applications and agents, positioned as a Java counterpart to Spring AI… | 93 | 1046 | active |
| metauto-ai/GPTSwarm GPTSwarm is a Python library for building LLM-based agents as computational graphs, with modules for agent graphs, memory, LLM backends, an… | 55 | 1040 | active |
| Tencent/WeSmartFlow WeSmartFlow is an agent-native adaptive learning framework that models the full learning process with ReAct-based tutoring agents, graph me… | 59 | 1020 | active |
| google/prompt-to-prompt Google's official implementation of the Prompt-to-Prompt paper, which enables text-driven image editing in Latent Diffusion and Stable Diff… | 10 | 3456 | maintenance |
| chAng-L19/codex-redteam-mode An opt-in red-team mode plugin for OpenAI Codex App and Codex CLI that compiles offensive-security objectives into GoalContracts and execut… | 80 | 1016 | active |
| agiwhitelist/auteur auteur is an Agent Skill (SKILL.md plus recipes and scripts) for Claude Code and other AI coding agents that directs cinematic website buil… | 77 | 1016 | active |
| ourongxing/chatgpt-vercel A self-hostable ChatGPT web client built with SolidStart and deployed on Vercel edge functions, powered by the OpenAI API. It offers an ele… | 10 | 3208 | maintenance |
| OFA-Sys/OFA OFA is a unified sequence-to-sequence pretrained model supporting English and Chinese that unifies cross-modality, vision, and language tas… | 32 | 2557 | maintenance |
| glowingjade/obsidian-smart-composer Smart Composer is an Obsidian plugin that adds an AI chat assistant with contextual awareness of your vault, smart writing assistance, and … | 64 | 2320 | maintenance |
| approximatelabs/sketch Sketch is an AI code-writing assistant for pandas users that understands the context of your dataframe content to generate relevant suggest… | 32 | 2284 | maintenance |
| MetaGLM/FinGLM FinGLM is an open, community-driven financial LLM project centered on a dialog-based question-answering system that analyzes Chinese listed… | 27 | 2258 | maintenance |
| Turing-Project/AntiFraudChatBot A prompt-based Chinese conversational AI framework that connects a fine-tuned large language model (YUAN-1.0) to WeChat via the wechaty fra… | 22 | 2220 | maintenance |
| Forethought-Technologies/AutoChain AutoChain is a lightweight, extensible Python framework for building custom LLM-powered generative agents with custom tools, inspired by La… | 55 | 1879 | maintenance |
| Synaptrix/ChatGPT-Desktop A cross-platform desktop ChatGPT client built with Tauri, Vue 3, and Arco Design that wraps the OpenAI GPT-3.5-turbo API. It offers a fast … | 10 | 1773 | maintenance |
| cvlab-columbia/viper ViperGPT is a research codebase that composes vision-and-language models with code generated by large language models (GPT-3.5/GPT-4) to pe… | 30 | 1716 | maintenance |
| eyurtsev/kor Kor is a Python library for extracting structured data from text using large language models. Users define a schema (Kor-style or Pydantic)… | 23 | 1685 | maintenance |
| hamelsmu/evals-skills A collection of skills (prompts/instructions) that guide AI coding agents like Claude Code through building and auditing LLM evaluation pip… | 10 | 1664 | maintenance |
| vercel/modelfusion ModelFusion is a TypeScript library that provides a unified, vendor-neutral abstraction layer for integrating AI models into JavaScript and… | 10 | 1319 | maintenance |
| andrewyng/translation-agent A Python demonstration library by Andrew Ng implementing an agentic machine translation workflow: an LLM translates text, reflects on its o… | 24 | 5804 | experimental |
| OpenNSWM-Lab/FAROS FAROS is a blueprint-driven AutoResearch runtime that orchestrates end-to-end AI research workflows, from idea generation through experimen… | 58 | 3001 | experimental |
| Yeachan-Heo/gajae-code Gajae-Code (gjc) is an external coding-agent harness that runs AI coding agents in any repository using the coding subscription plans you a… | 76 | 2618 | experimental |
| IlyaRice/RAG-Challenge-2 A Python implementation of the winning RAG system from the Enterprise RAG Challenge 2 competition, answering questions about company annual… | 29 | 2431 | experimental |
| renatoasse/opensquad opensquad is a multi-agent orchestration framework that lets users describe tasks in natural language and automatically assembles teams of … | 49 | 2070 | experimental |
| cfortuner/promptable Promptable is a TypeScript/JavaScript library for building LLM-powered applications, providing prompt templating, model providers (OpenAI, … | 10 | 1745 | experimental |
| protectai/llm-guard LLM Guard is a Python library providing input and output scanners to secure LLM interactions, including sanitization, harmful language dete… | 10 | 3203 | abandoned |
| npiv/chatblade Chatblade is a Python CLI tool for querying OpenAI's ChatGPT from the terminal, supporting piped input, saved prompt preambles, session rec… | 50 | 2590 | abandoned |
| catlog22/Claude-Code-Workflow A JSON-driven multi-agent development framework for Claude Code with intelligent CLI orchestration across Gemini, Qwen, Codex, and Claude, … | 10 | 2137 | abandoned |
| MeetKai/functionary Functionary is a chat language model and serving code that interprets and executes functions/plugins, deciding when to call tools in parall… | 69 | 1595 | abandoned |
| prefect-archive/ControlFlow ControlFlow is a Python framework for building agentic AI workflows, letting developers define discrete observable tasks, assign specialize… | 10 | 1390 | abandoned |
| CommandCodeAI/BaseAI BaseAI is a TypeScript-first web AI framework for building serverless, composable AI agents with memory (RAG), tools, and pipes, developed … | 59 | 1275 | abandoned |
| pinecone-io/canopy Canopy is an open-source Retrieval Augmented Generation (RAG) framework and context engine built on top of the Pinecone vector database, pr… | 10 | 1031 | abandoned |
| dillionverma/llm.report llm.report is an open-source logging and analytics platform for the OpenAI API, letting users log ChatGPT API requests and responses, analy… | 10 | 1020 | abandoned |
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