1google / elephant-goldfish-model
Open-source skills for designing and reviewing software with AI agents
+7,956 stars
from 984 · score 8.98
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
52 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2DietrichGebert / ponytail
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
+5,927 stars
from 176,175 · score 8.69
3blader / humanizer
Agent skill that removes signs of AI-generated writing from text
+2,888 stars
from 60,580 · score 7.97
4JuliusBrussee / caveman
🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.
+1,656 stars
from 115,043 · score 7.41
5Imbad0202 / academic-research-skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
+1,028 stars
from 53,857 · score 6.94
6linshenkx / prompt-optimizer
An AI prompt optimizer for writing better prompts and getting better AI results.
+1,022 stars
from 39,221 · score 6.93
7f / prompts.chat
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.
+982 stars
from 174,546 · score 6.89
8JoasASantos / REA-Prompts
REAP - Prompts for you to use REA (Reverse Engineer Anything), get the most out of it, and clone or break down any program
+980 stars
from 2,424 · score 6.89
9headroomlabs-ai / headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
+754 stars
from 77,813 · score 6.63
10microsoft / generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
+605 stars
from 122,159 · score 6.41
11alirezarezvani / claude-skills
380 Claude Code skills & agent skills & plugins (30+ Agents, 70+ custom commands, 380+ skills, customizable references, scripts)for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research, business operations, commercial & finance, and your daily productivity skills.
+402 stars
from 28,720 · score 6.00
12asgeirtj / system_prompts_leaks
Documented system prompts from Anthropic - Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.
+391 stars
from 70,205 · score 5.97
13langfuse / langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
+375 stars
from 36,469 · score 5.93
143641397194-wq / gpt6-Astra
gpt6 Astra-claude-grok4.7-deepseekv4.1flash-glm5.3-gemini破甲越狱 · 冷咖啡 BREAK//OPEN 工作台
+341 stars
from 1,505 · score 5.83
15nidhinjs / prompt-master
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
+316 stars
from 15,062 · score 5.76
16liuhaisi2026212-maker / taishang-laojun
太上老君·AI炼丹炉：抖音/小红书短视频创作 Skill。不知道拍啥、不会写稿，丢给你的 AI：找对标拆爆款、选题、系列策划、口播稿、标题、复盘、去AI味。Claude Code / Codex 等 npx 一行安装，豆包等聊天智能体用 Bot 版。
+315 stars
from 84 · score 5.76
17promptfoo / promptfoo
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
+282 stars
from 26,422 · score 5.65
18github / awesome-copilot
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
+278 stars
from 40,398 · score 5.63
19zklmiao / prompt-vault
本地优先的 Prompt 收藏桌面工具 · Tauri 2 + React 19 + TypeScript · Local-first prompt vault for Windows
+241 stars
from 0 · score 5.49
20dair-ai / Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
+224 stars
from 79,522 · score 5.42
21heqiangdiao-wq / AI-Cross-Border-Ecommerce-Agent-Toolkit
AI 跨境电商运营智能体工具箱 · 把运营 SOP 拆成 7 个可复用的 AI Agent 工作流，含 Prompt、模板与真实案例
+219 stars
from 671 · score 5.39
22yexi-by / dsh-unrestricted
DeepSeek Harness 提示词破限插件：通过系统提示词解除模型回答限制，深度适配 Web 与桌面端多模式及工具调用
+195 stars
from 653 · score 5.28
23elder-plinius / CL4R1T4S
LEAKED SYSTEM PROMPTS FOR CHATGPT, CLAUDE, GEMINI, GROK, PERPLEXITY, CURSOR, LOVABLE, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! 👐
+182 stars
from 51,501 · score 5.21
24jnMetaCode / agency-agents-zh
🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。
+182 stars
from 21,586 · score 5.21
25comet-ml / opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
+179 stars
from 22,919 · score 5.19
26mdpsec / bug-bounty-hunting-prompts
Reusable prompts for a structured, evidence-first bug bounty hunting workflow
+131 stars
from 764 · score 4.88
27conorbronsdon / avoid-ai-writing
Skill that audits and rewrites content to remove AI writing patterns. Use it with your favorite agents including Claude Code, OpenClaw, Codex, and Hermes.
+126 stars
from 5,239 · score 4.84
28Leonxlnx / unlazy
Anti-laziness skill for AI agents. Core: the Depth Tree method, which splits a task N layers deep and gives every leaf the full time budget of the whole task, so effort multiplies with depth. Grounded in 2025-2026 research on model laziness, underthinking and premature completion.
+116 stars
from 4,132 · score 4.76
29NB-Corp / gpt-with-taste
Better judgment. Better taste. Less ceremony. System instructions and source-aware steering for GPT in Codex.
+108 stars
from 458 · score 4.69
30LearnPrompt / awesome-seedance
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 79 installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
+99 stars
from 2,280 · score 4.61
31Arize-ai / phoenix
AI Observability & Evaluation
+96 stars
from 11,999 · score 4.57
32Nanako0129 / sepia
De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).
+96 stars
from 3,476 · score 4.57
33mlflow / mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
+87 stars
from 28,531 · score 4.48
34humanlayer / 12-factor-agents
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
+75 stars
from 26,872 · score 4.33
35udaysharmadev / Gravitas
Make Gemini code like Claude Models. Forces it to inspect files before editing, plan changes, test its work, and back up every “done” with actual evidence.
+66 stars
from 345 · score 4.20
36dipakkr / awesome-ai-engineering
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
+46 stars
from 22,466 · score 3.85
37AI4Finance-Foundation / FinRobot
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
+43 stars
from 8,310 · score 3.78
38AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+41 stars
from 21,467 · score 3.74
39YouMind-OpenLab / awesome-nano-banana-pro-prompts
🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
+39 stars
from 13,685 · score 3.69
40langgptai / LangGPT
LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树
+34 stars
from 12,631 · score 3.56
41dottxt-ai / outlines
Structured Outputs
+14 stars
from 15,978 · score 2.71
42LouisShark / chatgpt_system_prompt
A collection of GPT system prompts and various prompt injection/leaking knowledge.
+14 stars
from 10,820 · score 2.71
43langwatch / langwatch
Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.
+12 stars
from 4,991 · score 2.56
44EmbraceAGI / awesome-chatgpt-zh
ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀
+10 stars
from 11,784 · score 2.40
45MohamedAbdallah-14 / unslop
Make AI output sound human. Strips AI-isms (sycophancy, stock vocab, hedging stacks, em-dash pileups), preserves code/URLs/headings. Plugin for Claude Code, Cursor, Windsurf, Codex, Cline, Copilot, Gemini.
+8 stars
from 162 · score 2.20
46ZeroLu / awesome-nanobanana-pro
🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.
+4 stars
from 10,368 · score 1.61
47microsoft / promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
+2 stars
from 11,257 · score 1.10
48promptise-com / Foundry
The foundation layer for agentic intelligence.
+1 stars
from 892 · score 0.69
49AgnosticUI / agnosticui
AgnosticUI Local (v2) is a CLI-based UI component library that copies components directly into your project. Works with AI tools, agent-driven UIs, and prompt-ready workflows.
+1 stars
from 832 · score 0.69
50SnowSky1 / universal-imagegen-agent
把 Codex imagegen 的工作流与提示词库带到任意智能体；支持 npm/pnpm 一键安装、配套 skill、独立 API 与 Qwen-Image 兼容网关。
+1 stars
from 232 · score 0.69
51BA-CalderonMorales / terminal-jarvis
In the midst of all the tools out there that you can possibly use to keep track of them. Here's a "shovel" that just works to try them all out.
+1 stars
from 138 · score 0.69
52swarmclawai / andrej-karpathy-skills
Karpathy-inspired coding-agent guidelines packaged for Claude Code, Codex, Cursor, Gemini, OpenCode, Aider, Copilot, OpenClaw, and any AGENTS.md or Agent Skills-compatible agent.
+1 stars
from 57 · score 0.69