Resources

Supplies a system prompt that strips AI clichés and filler from any large language model, pushing concise, natural-sounding responses that preserve all useful information for everyday writing.

Curated awesome list indexing over 300 AI agent research papers from 2026, updated weekly and organized by topics such as engineering, memory, evaluation, and workflows.

Curated directory of OSINT tools and resources organized by investigative domain, helping fraud investigators, CTI analysts, and compliance researchers find retrieval utilities.

Curated collection of Chinese Gaokao mathematics exam papers from 1952 to 2026, organized by year and topic to support systematic review and exam preparation for students.

Aggregates beginner-friendly LLM fine-tuning materials covering SFT and reinforcement learning recipes, datasets, and local deployment guides for hands-on model customization education.

Personal collection of programming and AI learning notes covering development, reading, films, life reflections, and gaming records. Serves as a Chinese study archive for self-learning reference.

Step-by-step tutorial series explains large language model internals from tokenization and attention through training to inference optimization, aimed at learners building foundational understanding.

Documentation website source for Microsoft Activation Scripts, built with Docusaurus to provide guides and reference material describing activation-related scripts and usage.

Concise introductory book on reinforcement learning paired with PyTorch algorithm implementations, dynamic-programming proofs, and study materials for students entering the field.

Collects two years of college study notes, over 2,000 blog posts, and an index of 262 repositories covering algorithms and software development for students browsing a personal knowledge hub.

Curated directory of public, research, and commercial tools for AI security and AI-assisted cybersecurity, spanning audits, red-teaming, fuzzing, threat intelligence, and SOC triage.

Collects learning paths, practical tips, and enterprise adoption guidelines to help DevOps engineers begin their AI journey and apply AI tooling within operational workflows.

Collection of real DevOps and SRE interview questions from over a hundred companies, organized by company and role to help candidates prepare systematically.

Open vendor-neutral curriculum and hackathon starter kits for learning to build full-stack AI applications end to end, with modular lessons and runnable examples for students and educators.

Connects embodied-AI survey overviews, learning roadmaps, simulation tutorials, open-source hardware projects, expert interviews, and company maps to help newcomers plan practical paths.

An educational cookbook for Windows local privilege escalation, covering misconfiguration vulnerabilities with labs, enumeration, exploitation, and mitigation guides.

Teaches readers to build a Pi-style agent from scratch through fifteen concrete checkpoints, covering loops, memory, compression, tooling, and evaluation modules in Chinese.

A hands-on Chinese guidebook documenting real-world tests of DeepSeek Harness, with prompts, boot manifests, and session logs.

Curated marketplace index for Claude Code plugins, collecting multiple skills, workflows, and productivity tools to help developers discover and install community extensions.

Hundred-day IoT learning collection covering ESP32, ESP8266, and Raspberry Pi Pico with MicroPython, each project including complete code, circuit diagrams, and explanations.

Tutorial website for Chinese developers explaining OpenAI CodeX concepts, practical usage, ecosystem tools, and selection guidance for integrating AI coding assistants into everyday development work.

Archives reproduced 1Day vulnerability PoCs for high-value enterprise assets such as OA, ERP, security, networking, LLMs, and containers, supporting hands-on security research and compliance testing.

A companion example repository for a GeekTime column demonstrating skills, subagents, and engineering standards to transform Claude Code from a conversational coding tool into a governable engineering system.

A free bilingual guide explaining loop engineering methodology in plain language, offering downloadable Chinese and English PDFs for readers learning iterative AI workflows.

Curates reusable prompts and editor rules for programming assistants, providing ready-to-use configurations compatible with Cursor, Cline, Windsurf, and GitHub Copilot for developers.

A collection of mind maps documenting Microsoft auditing and event-log sources across Windows, Active Directory, Exchange, and server roles for defenders.

A reproducible guide and evaluation wiki documenting how to run large language models such as Qwen, Kimi, and GLM variants on RTX 6000 Pro PCIe GPUs without NVLink for local inference practitioners.

Curated index of over two hundred official and community-built Claude Skills across productivity, creativity, and coding, with discovery guides and authoring introductions.

Collection of guides, Docker scripts, and shell installers for running classic MMO private servers offline. Enables retro gaming enthusiasts to revive and play old multiplayer games on Steam Deck and PCs without subscriptions or internet.

Curated research list for vision-language-action and world action models, aggregating papers, code, datasets, and evaluation environments and benchmarks for easy reference.

Official sample apps showcasing Windows App SDK features, helping developers learn Windows app APIs through runnable examples.

A tutorial collection that teaches modern AI agent harness architecture from scratch, with runnable examples organized around loops, tools, memory, and related building blocks.

Curated Shadowrocket proxy routing rule collection covering domestic and international traffic splitting, ad blocking, and multi-scenario configurations available through direct subscription.

A ten-week hands-on roadmap that teaches LLM inference serving by deploying, measuring, and optimizing one OpenAI-compatible service.

Curated, regularly updated list of United States summer 2027 and off-season technology internships covering software, data and machine learning, hardware, quantitative, and product roles for students.

Discoverability-focused pointer repository that indexes the actual Claude Code source locations and related agent notification plugins. Serves readers seeking entry points rather than hosting original implementation code itself.

Collection of free VPN configurations updated daily, offering multi-protocol subscription links and client tutorials for establishing direct, low-latency connections for users.

A hands-on comparison project that rebuilds the same chat app with different local-first databases and benchmarks.

Curates a selected list of JavaScript and Android reverse-engineering tools, skills, and MCP resources, intended as a learning reference for security researchers and students.

Compiles methods, frameworks, tools, and real cases for adversarial testing of AI systems, helping security practitioners and organizations identify vulnerabilities before attackers exploit them.

A curated and original collection of Claude Code skills, agents, and plugins for Chinese-speaking developers, organized by use case for copy-and-install prompts and workflows.

A curated awesome list indexing terminal applications, language bindings, and tools built on libghostty, organized by library components and application scenarios.

Compiles a maintained directory of capable AI platforms and models available for free, noting stability, access requirements, and trade-offs while tracking ongoing availability changes.

A curated, regularly updated guide recommending stable proxy providers with coupons, setup tips, and FAQs.

Curated collection of 36 installable Claude Code skills covering software development and product management workflows, helping developers streamline coding, review, and planning tasks.

Reference collection comparing airport proxy service plans and routes, with VPN background material and Clash Mihomo client configuration tutorials for pre-purchase evaluation.

Provides Portuguese-language study resources for the AWS Certified Cloud Practitioner CLF-C02 exam, including theory notes, flashcards, practice questions, and staged preparation guidance for Brazilian candidates.

Governance standard for autonomous penetration-testing platforms defining scope limits, safety controls, human oversight, auditing, and reporting requirements for secure responsible deployment.

A comprehensive robotics curriculum covering math, C++, SLAM, planning and control, and embodied AI in structured docs.

Collects GEO experiment reports and a curated library of GEO, AEO, and AI search papers studying how generative search engines select and cite sources.

Collection of example primitives for long-running agent quality loops, offering default failure contracts and evaluation hooks that teams can assemble and reuse in their own projects.

Curated index of free machine-learning and AI lecture notes from leading universities such as MIT, helping learners navigate high-quality resources for systematic study.

A battle-tested, war-story playbook for deploying the Hermes agent: 30 guides, installable skills, hardened configs, and production postmortems.

Chinese-language, practice-oriented handbook for algorithm engineers entering Vision-Language-Action robotics, covering robotics-specific challenges, core concepts, interview topics, and practical guidance for job seekers.

Curated list of AI tools, libraries, and resources for economics research, teaching, and policy analysis, maintained by the OpenEcon team for economists and students.

A survey and resource collection on intelligent remote-sensing agents, systematically organizing over a hundred papers across ecological monitoring, emergency response, and related areas.

A community comparison guide to debrid services covering pricing, hosts, and tools.

Hands-on tutorial repository for LLM algorithms, covering model principles, inference optimization, CUDA and Triton implementations, detailed solutions, and runnable test cases for beginner-to-advanced learners.

Open-source quantitative finance tutorial for beginners, offering two-stage Jupyter notebooks and interactive demos that introduce core concepts, data handling, and basic strategy implementation.

A curated knowledge base for humanoid motion intelligence with papers, open-source projects, industry maps, and career guides.

A curated list of free, legally available AI and machine-learning books, linking only to official author or publisher sources. Maintained for students and practitioners with regularly verified links across deep learning and LLMs.

A curated, ready-to-use mpv configuration pack with tuned profiles, GUI scripts, and quality-enhancing shaders.

Open-source handbook covering high-level system design, data structures, and algorithms, with hundreds of illustrated tutorials and multi-language problem solutions for learners.

A systematic bilingual tutorial for learning AI agent development from scratch, covering RAG, tool use, memory, multi-agent systems, LangChain, LangGraph, MCP, evaluation, and deployment.

Collection of open-source HyperFrames composition templates behind HeyGen product-launch videos, each directory previewable, renderable, and reusable for remixed video projects.

Curates hundreds of tested Microsoft 365 Copilot prompts for business teams, covering Office applications, Copilot Studio, security operations, and enterprise deployment scenarios.

Curates official DESIGN.md files published by companies, providing AI agent developers with first-party design systems for generating visually consistent user interfaces.