Prompt engineering

Writes one model-agnostic video prompt spec, then compiles it for whichever video model you can call, rewriting vague intent into results you can check in the output.

AtlasCloudAI/awesome-seedance-2.5-prompts-skills

Edit or improve the AI system prompt used in DBX Studio's AI chat.

Dbxstudio/dbx-studio

Scaffold a new MCP prompt template. An agent skill from cyanheads/pubmed-mcp-server.

cyanheads/pubmed-mcp-server

Build, test and autonomously improve CodeMie platform assistants.

codemie-ai/codemie-code

当需要为 AI 产品定义核心身份、角色声明和能力边界时调用此 skill。典型场景包括：设计新 AI 产品的 system prompt 首段、为不同场景创建差异化角色（如教学助手 vs 编程代理）、重新定义 AI 与用户的关系框架。

kangarooking/system-prompt-skills

Tulis dan sunting teks Bahasa Indonesia agar jelas, spesifik, alami untuk audiensnya, dan sesuai suara yang diminta.

adenaufal/anti-slop-writing

A skill your agent uses when the user asks to improve, optimize, rewrite, debug, or shorten a prompt, or asks why a prompt is producing bad output.

aakashg/pm-claude-skills

Methodology for writing or improving prompts and system prompts that drive any LLM.

hAcKlyc/MyAgents

Audit a named AI agent config, system prompt, tool definition, or instruction file (YAML, JSON, Markdown, text, or Python) with the released LintLang CLI in GitHub Copilot CLI.

hermes-labs-ai/lintlang

AI image editing prompting patterns for Qwen-Image-Edit. An agent skill from digitalsamba/claude-code-video-toolkit.

digitalsamba/claude-code-video-toolkit

Implements business-facing LLM calls as explicit, traceable workflows, keeping prompt versions, model policy, structured output and tracing scenarios in separate places.

lobehub/lobehub

Review the quality of an agent's tool descriptions, system/agent prompts, or SKILL.md files against current agent-engineering best practices.

microsoft/Huabu

Ingest the official MITRE CWE database and generate per-domain security audit taxonomies for PromptKit.

microsoft/PromptKit

Analyze draft prompts, detect intent and missing context, match ECC commands, skills, and agents, and output a ready-to-paste optimized prompt with diagnosis and rationale — advisory only, never…

affaan-m/ECC

A skill your agent uses when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing…

NeoLabHQ/context-engineering-kit

仅在即将调用图片、视频或音乐生成模型时使用。负责把已定稿的 directorplan、剧本文字和终版参考资产编译成“本次调用”的完整生成要求并做调用前自检；不负责重新规划剧情、补发明资产、调用工具或审查生成结果。

wangzai-double-milk/Vibefilming

A skill your agent uses for translation, polishing, or de-AI-ification of academic text - provides ready-to-use prompt templates

Norman-bury/research-writing-skill

Guides development with SAP AI Core and SAP AI Launchpad for enterprise AI/ML workloads on SAP BTP.

secondsky/sap-skills

Improve a prompt with the Opik Agent Optimizer — resolve the prompt, a dataset, and a metric, pick the algorithm, run a bounded optimization, check the gain on held-out data, and save the winner as…

comet-ml/opik-mcp

Explains how to create Claude Code agents: file structure, YAML frontmatter fields, trigger descriptions with examples, model and color options, and system prompt design.

Galaxy-Dawn/claude-scholar

PromptKit composition engine. An agent skill from microsoft/PromptKit.

microsoft/PromptKit

Render the provided prompt template with Jinja context and send it to the active NPC's LLM.

NPC-Worldwide/npcpy

Expert guide on prompt engineering patterns, best practices, and optimization techniques.

davila7/claude-code-templates

Curated collection of high-quality prompts for various use cases.

davila7/claude-code-templates

This skill should be used when a learner is working through Module 1 ("Build an Agent") of the Build-an-Agent workshop and wants help understanding the concepts, notebooks, or code — e.g.

brevdev/workshop-build-an-agent

Diagnose and fix retention problems using behavior design (B=MAP).

wondelai/skills

Create or improve Agent Deck/Pi prompt templates for reusable parent-session workflows.

a-streetcoder/agent-deck

Helps write and debug prompts for ByteDance Seedance video models, with labelled multimodal references and fixes for drift, subtitles and duplicated characters.

SlavaSexton/ComfyUI-Agent-Kit

Crafting examples that steer AI behavior effectively. An agent skill from Owl-Listener/ai-design-skills.

Owl-Listener/ai-design-skills

Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue.

YYH211/Claude-meta-skill

Ultimate AI prompt database and builder with 2,500+ curated prompts across 19 categories and 17 AI models (Midjourney, Flux, Leonardo AI, DALL-E, Sora, Imagen, Mystic, Stable Diffusion, Ideogram…

AgriciDaniel/claude-prompts

Prompt Engineering Patterns workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.

diegosouzapw/awesome-omni-skills

把用户的可复用需求封装成标准化的 Agent-CLI 工具，并用 myagents tool add 注册进 MyAgents 工具注册表——注册后所有未来会话（builtin / DSH / Claude Code / Codex 全 runtime）的 AI 都会在 system prompt 里自动发现它。触发场景：(1) 用户说「把 XX…

hAcKlyc/MyAgents

Writes fictional, non-graphic rescue scenes for MiniMax H3 with an external cinematic camera, a visible rescuer, Mandarin dialogue and shot-by-shot direction.

karuvanan/MiniMax-H3-Director-Cut-Studio

Refine and improve a user-supplied prompt for maximum clarity and effectiveness using prompt-engineering best practices and Penpot project context.

penpot/penpot

This skill should be used when a learner is working through Module 1 ("Build an Agent") of the Build-an-Agent workshop and wants help understanding the concepts, notebooks, or code — e.g.

brevdev/workshop-build-an-agent

Practical prompt patterns and techniques for effective Claude Code usage.

cloudnative-co/claude-code-starter-kit

当需要为 AI 定义工具接口、设计调用规范、实现工具发现与编排机制时调用此 skill。典型场景包括：设计 AI agent 的工具集、定义 JSON Schema/XML/TypeScript 格式的工具描述、实现工具权限控制与并行调度、设计子代理委托架构。

kangarooking/system-prompt-skills

Designs, tests and refines LLM prompts: zero-shot, few-shot and chain-of-thought patterns, system prompts, structured output schemas and evaluation test suites.

Jeffallan/claude-skills

Guide for customizing OhMyCode's AI personality and behavior via system prompt.

AlphaLab-USTC/OhMyCode

Review the Huabu operate agent's three steering artifacts at their fixed repo locations — system prompt, tool descriptions, and skills.

microsoft/Huabu

Improve and rewrite user prompts to reduce ambiguity and improve LLM output quality.

proflead/codex-skills-library

Manage knowledge domains (e.g., Medical, Finance). An agent skill from FabioYanezRomero/Knowledge-Graph-Builder.

FabioYanezRomero/Knowledge-Graph-Builder

Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for.

davila7/claude-code-templates

Audit a repo's agent context — CLAUDE.md files, codebase docs, skills, and tool/MCP designs — against Anthropic's Claude 5 context-engineering guidance ("unhobbling": Anthropic cut ~80% of Claude…

AI-Builder-Club/skills

Prompt Engineering Patterns workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.

diegosouzapw/awesome-omni-skills

Fully automated self-improving loop — takes a project prompt, designs a team, runs the benchmark, analyzes results, optimizes framework code, rebuilds, and repeats until target grade is reached.

0x0funky/vibehq-hub

Configures Letta agents' own runtime behavior, including model, context window, system prompt, reasoning, conversation overrides, compaction settings, and compaction prompts.

letta-ai/skills