HubLensTopicsPrompt Engineering
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Prompt Engineering

12trending in last 90 days·12all-time

// new this month

// ecosystem

LLM7Claude5AI Agents4Automation3Software Engineering1Prompt Engineering
AI 12

// recent newcomers

see all newcomers →

// this week's top 7

01
KKKKhazix / khazix-skills
Khazix Skills is an open-source collection of AI skills and prompts designed to improve Agent efficiency through structured instructions. The project includes practical tools such as neat-freak, hv-analysis, and khazix-writer, supporting various Agent platforms like Claude Code and Codex. These tools are derived from the author's real-world project experience and effectively solve common problems such as documentation alignment, deep research, and stylized writing.
697,598
02
alchaincyf / zhangxuefeng-skill
ZhangXuefeng.skill is a cognitive operating system built on deep research, designed to provide an executable thinking framework rather than a simple collection of quotes. By distilling core mental models, decision heuristics, and communication DNA, the project helps users analyze major selection and career planning from Zhang Xuefeng's perspective. Users can install this skill to obtain targeted decision-making advice and in-depth analysis within Claude Code.
636,766
03
hotcoffeeshake / tong-jincheng-skill
Tong Jincheng.skill is a Claude Code plugin built upon approximately 200,000 words of primary source material, designed to analyze interpersonal relationships and emotional issues through the perspective of Tong Jincheng. It is not a simple repeater of quotes, but rather helps users gain insight into human nature in a straightforward and pragmatic way by extracting his core cognitive framework. By simulating his unique thinking logic, this tool provides users with decision-making inspiration regarding dating, social interaction, and personal growth.
551,789
04
JuliusBrussee / caveman
Caveman is a specialized plugin for AI agents that significantly reduces output token usage by enforcing a concise, telegraphic communication style. It maintains full technical accuracy while cutting approximately 75% of output tokens and 46% of input tokens through its compression tools. The project supports various agents including Claude Code, Cursor, and Gemini, offering multiple intensity levels and specialized modes like 文言文.
5588
05
forrestchang / andrej-karpathy-skills
This project provides a structured set of guidelines designed to improve LLM coding behavior by addressing common pitfalls like overcomplication and making wrong assumptions. It implements four core principles—Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution—to ensure more precise and verifiable code generation. Users can integrate these rules into their development workflow via a Claude Code plugin, a CLAUDE.md file, or Cursor project rules.
321005
06
addyosmani / agent-skills
Agent Skills provides a structured library of engineering workflows designed to help AI coding agents follow professional best practices throughout the software development lifecycle. These 20 modular skills cover everything from initial specification and planning to testing, security, and production deployment. By enforcing rigorous quality gates and anti-rationalization checks, the project ensures that AI-generated code meets the standards of senior engineering teams.
3037
07
Leonxlnx / taste-skill
Taste Skill provides a collection of specialized instructions designed to improve the visual quality and design output of AI coding agents. The toolkit includes various skills for tasks ranging from general frontend generation to specific styles like minimalist or brutalist design. These framework-agnostic files can be easily integrated into major AI coding agents to ensure premium, professional-grade interface results.
1837

// all-time featured (12)

elder-plinius / CL4R1T4S
CL4R1T4S is a comprehensive repository dedicated to exposing the hidden system prompts, guidelines, and tools used by major AI models and agents. By documenting these unseen instructions, the project aims to provide users with a clearer understanding of the underlying frameworks that shape AI behavior and decision-making. The platform encourages community contributions to maintain an up-to-date collection of extracted system prompts from various industry-leading AI providers.
78
KKKKhazix / khazix-skills
Khazix Skills is an open-source collection of AI skills and prompts designed to improve Agent efficiency through structured instructions. The project includes practical tools such as neat-freak, hv-analysis, and khazix-writer, supporting various Agent platforms like Claude Code and Codex. These tools are derived from the author's real-world project experience and effectively solve common problems such as documentation alignment, deep research, and stylized writing.
69
alchaincyf / zhangxuefeng-skill
ZhangXuefeng.skill is a cognitive operating system built on deep research, designed to provide an executable thinking framework rather than a simple collection of quotes. By distilling core mental models, decision heuristics, and communication DNA, the project helps users analyze major selection and career planning from Zhang Xuefeng's perspective. Users can install this skill to obtain targeted decision-making advice and in-depth analysis within Claude Code.
63
hotcoffeeshake / tong-jincheng-skill
Tong Jincheng.skill is a Claude Code plugin built upon approximately 200,000 words of primary source material, designed to analyze interpersonal relationships and emotional issues through the perspective of Tong Jincheng. It is not a simple repeater of quotes, but rather helps users gain insight into human nature in a straightforward and pragmatic way by extracting his core cognitive framework. By simulating his unique thinking logic, this tool provides users with decision-making inspiration regarding dating, social interaction, and personal growth.
55
JuliusBrussee / caveman
Caveman is a specialized plugin for AI agents that significantly reduces output token usage by enforcing a concise, telegraphic communication style. It maintains full technical accuracy while cutting approximately 75% of output tokens and 46% of input tokens through its compression tools. The project supports various agents including Claude Code, Cursor, and Gemini, offering multiple intensity levels and specialized modes like 文言文.
55
EvoMap / evolver
Evolver is a GEP-powered self-evolution engine designed to transform ad hoc AI agent prompts into auditable and reusable evolution assets. It scans runtime logs to identify patterns and emits protocol-bound prompts that guide agents through structured self-repair and optimization cycles. The system supports various host runtimes and offers optional network features for collaborative skill sharing and decentralized validation.
47
gsd-build / get-shit-done
get-shit-done is a spec-driven development system designed to maintain high code quality by preventing context rot in AI coding assistants. It orchestrates subagents to handle project planning, research, and execution while maintaining clean git history and atomic commits. The system provides a structured workflow for developers to build complex features consistently without the overhead of enterprise project management.
43
vbgate / learn-opencode
OpenCode is a free, open-source AI practical course designed for beginners, aiming to help users master methods to improve work efficiency using AI within 4 hours. The tutorial provides in-depth Chinese content and supports direct connection to mainstream domestic models without complex network configurations. The course covers five stages from quick start to deep customization, and provides rich practical projects and Prompt templates for learners to use.
38
anthropics / claude-cookbooks
The Claude Cookbooks provide a comprehensive collection of code snippets and guides to help developers integrate Claude into their own applications. The repository covers a wide range of topics including tool use, multimodal capabilities, and advanced techniques like prompt caching. These resources are designed to be easily adaptable for various programming languages and project requirements.
36
forrestchang / andrej-karpathy-skills
This project provides a structured set of guidelines designed to improve LLM coding behavior by addressing common pitfalls like overcomplication and making wrong assumptions. It implements four core principles—Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution—to ensure more precise and verifiable code generation. Users can integrate these rules into their development workflow via a Claude Code plugin, a CLAUDE.md file, or Cursor project rules.
32
addyosmani / agent-skills
Agent Skills provides a structured library of engineering workflows designed to help AI coding agents follow professional best practices throughout the software development lifecycle. These 20 modular skills cover everything from initial specification and planning to testing, security, and production deployment. By enforcing rigorous quality gates and anti-rationalization checks, the project ensures that AI-generated code meets the standards of senior engineering teams.
30
Leonxlnx / taste-skill
Taste Skill provides a collection of specialized instructions designed to improve the visual quality and design output of AI coding agents. The toolkit includes various skills for tasks ranging from general frontend generation to specific styles like minimalist or brutalist design. These framework-agnostic files can be easily integrated into major AI coding agents to ensure premium, professional-grade interface results.
18

// use cases by project

CL4R1T4S
  • 01Accessing extracted system prompts from major AI models like OpenAI, Anthropic, and Google
  • 02Analyzing the ethical and political frames embedded within AI system instructions
  • 03Contributing reverse-engineered prompt data to increase transparency in AI systems
khazix-skills
  • 01neat-freak: Automatically synchronizes project code changes with documentation, memory, and CLAUDE.md to maintain project information consistency.
  • 02hv-analysis: Conducts deep research on products or concepts using horizontal and vertical analysis methods and automatically generates comprehensive research reports.
  • 03khazix-writer: Empowers Agents with specific writing styles and rhythms to achieve high-quality, personalized long-form content creation.
zhangxuefeng-skill
  • 01Analyze major selection based on the Social Sieve Theory and the Employment Reverse-Engineering Method.
  • 02Evaluate career development paths using Class Realism and the Irreplaceability Test.
  • 03Assist in college entrance examination application decisions through the Soul-Searching Method and the Median Principle.
tong-jincheng-skill
  • 01Analyze complex interpersonal relationships and emotional confusion
  • 02Simulate Tong Jincheng's straightforward style for problem diagnosis
  • 03Obtain personal growth decision advice based on street-smart wisdom
caveman
  • 01Drastically reduce LLM API costs and latency by compressing agent responses.
  • 02Generate terse, professional commit messages and one-line code reviews.
  • 03Compress long-form memory files like CLAUDE.md to save input tokens across sessions.

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