Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Prompt management, templating, DSLs, constrained decoding and guaranteed-schema output.
Signals: prompt-engineering, prompt, prompts, structured-output, json-schema, constrained-decoding, dspy, prompt-management
240 results
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
Agent skill that removes signs of AI-generated writing from text
A format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Claude Code skills for academic papers: deep analysis, comics, summaries | 论文工艺：深度解读、漫画生成、速览总结
Structured Outputs
28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilot, Codex, Cursor, and other Agent Skills-compatible tools
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
The platform for LLM evaluations and AI agent testing
막연한 요청을 gpt-image-2 완성 프롬프트로 컴파일하는 Claude Code 스킬 — 네거티브 금지·결과 기반 서술·검증 스크립트·C1~C10
Agent skill for analyzing and improving prompts using 31 frameworks across 7 intent categories. Works with Claude Code, Gemini CLI, Cursor, Copilot, and 30+ Agent Skills compatible tools.
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
Prompt-as-Code for Enterprise AI. Standardize, audit, and deploy instructions across any AI coding assistant.
AI 短剧/漫剧创作 skill 合集，覆盖剧本、资产、分镜、图片/视频提示词到独立审查全链路，适配 Claude Code 与 Codex。| An AI short-drama skill suite for Claude Code & Codex: scripts, assets, storyboards, image/video prompts, and independent review.
Claude Code CLAUDE.md import-block installer for local instruction files
「說人話」：繁體中文的去 AI 味改寫 skill。抓 38 種 AI 寫作痕跡，順手校正中國用語與半形標點，給 Claude Code / Codex / Cursor 用。
A better /goal for Codex and Claude Code
All parts of Claude Code's system prompt, 27 builtin tool descriptions, sub agent prompts (Plan/Explore/Task), utility prompts (CLAUDE.md, compact, statusline, magic docs, WebFetch, Bash cmd, security review, agent creation). Updated for each Claude Code version.
Pretty, minimal and fast ZSH prompt
The most customisable and low-latency cross platform/shell prompt renderer
Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows
🚀💪Maximize your efficiency and productivity. The ultimate hub to manage, customize, and share prompts. (English/中文/Español/العربية). 让生产力加倍的 AI 快捷指令。更高效地管理提示词，在分享社区中发现适用于不同场景的灵感。
Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community
the optimized, token-efficient version of the leaked Claude Fable 5 / Mythos 5 system prompt. Re-engineered into clean Markdown for universal execution on Gemini 3.1 Pro, ChatGPT 5.6, and advanced LLM agents.
24,520 repositories in the index in total.
