Prompt Playbooks
Ready-to-use prompt templates for development, writing, data, testing, and more—paired with MCP servers and Agent Skills from the AgentHub catalog.
DeepSeek-R1 Chain-of-Thought Deep Reasoning: Deep Dive Architecture
Harness DeepSeek-R1 slow-thinking CoT for rigorous mathematical and architectural deduction. Focus on underlying architecture, core mechanisms, and end-to-end production code.
Cursor & Claude Elite Full-Stack Engineering Rules
High-standard engineering system instructions. Prohibits full-file rewrites, enforces strict typing, preserves existing comments, and ensures verification.
Go High-Concurrency Goroutines & Channel Pipeline (core)
Idiomatic Go concurrency pipelines with worker pools and context cancelation. (core specification).
B2B Outbound High-Response Cold Email Sequence: Deep Dive Architecture
Personalized B2B outbound cold emails with 30%+ open and reply rates for decision makers. Focus on underlying architecture, core mechanisms, and end-to-end production code.
Spring Boot 3 & Java 21 Virtual Threads Tuning: Deep Dive Architecture
Modernize Java 21 concurrency with virtual threads and fix synchronized pinning issues. Focus on underlying architecture, core mechanisms, and end-to-end production code.
RAG Retrieval, Semantic Chunking & Rerank Optimizer: Deep Dive Architecture
Optimize knowledge base RAG chunks, hybrid search, and reranking precision. Focus on underlying architecture, core mechanisms, and end-to-end production code.
Go gRPC High-Concurrency Microservice & Protobuf: Gold Standard Best Practices
Production-grade Go microservice with gRPC interceptors, pooling, and tracing. Curated industry benchmarks, code conventions, and anti-patterns to avoid.
FAANG System Design Interview 45-Min Simulation (deepseek)
45-minute FAANG system design interview simulation: scale estimation to deep dives. (deepseek edition).
Academic Paper Peer-Review Rebuttal Letter (IEEE/ACM): Deep Dive Architecture
Professional, persuasive point-by-point rebuttal to harsh academic peer reviewers. Focus on underlying architecture, core mechanisms, and end-to-end production code.
Midjourney v6 Photorealistic Product & Studio Lighting Prompt: 0 to 1 Quickstart Boilerplate
Commercial studio lighting, Hasselblad camera realism, and hyper-detailed Midjourney prompts. Turnkey starter boilerplate with minimal overhead and standard directory layout.
Next.js 15 App Router Migration & Streaming SSR: Gold Standard Best Practices
Migrate legacy React/Pages Router to Next.js 15 App Router with Partial Prerendering. Curated industry benchmarks, code conventions, and anti-patterns to avoid.
Kafka Event-Driven Architecture & Rebalance Tuning: Gold Standard Best Practices
Tune Kafka consumers, eliminate partition rebalances, and ensure exactly-once semantics. Curated industry benchmarks, code conventions, and anti-patterns to avoid.
DeepSeek-R1 & o1 Structured CoT Deep Reasoning Prompt
Activates reasoning models deep reflection mechanisms (questioning assumptions, edge probing, counter-examples) for complex architecture and algorithm challenges.
ClickHouse Big Data OLAP Table Engine & Query Optimization: Deep Dive Architecture
ClickHouse schema design, partition keys, and sub-second analytical query optimization. Focus on underlying architecture, core mechanisms, and end-to-end production code.
Xiaohongshu Viral AI Tech Post & Cover Blueprint
Generate high-engagement Xiaohongshu tech posts with viral hooks, actionable step-by-step guides, and high-CTR tags.
TikTok Shop Viral E-commerce Video Script & Listing: 0 to 1 Quickstart Boilerplate
Viral TikTok Shop hook scripts, product pain-point storytelling, and high-converting CTAs. Turnkey starter boilerplate with minimal overhead and standard directory layout.
High-Concurrency Redis Distributed Lock Architecture (deepseek)
Design fault-tolerant distributed locks with Lua scripts and lease renewal. (deepseek edition).
Nginx Reverse Proxy & HTTP/2 SSL Tuning (interview)
Production Nginx conf with SSL, gzip, caching, and security headers. (interview specification).
API Rate Limiting & Anti-Scraping Defense Blueprint (deepseek)
Design multi-tier rate limiting using Token Bucket and Sliding Window algorithms. (deepseek edition).
Linux Bash Automation & Deployment Script (interview)
Robust Linux Bash shell scripts with error trapping and logging. (interview specification).
Amazon High-Conversion Cross-Border Listing & SEO Copy (deepseek)
Optimize Amazon A9 SEO titles, 5 benefit-driven bullet points, and backend search terms. (deepseek edition).
Alipay Integration Plan
Outline Alipay integration flow, APIs, webhook verification, and compliance notes.
Fast MCP Server Boilerplate in TypeScript & Zod
Boilerplate prompt to generate a production-ready TypeScript MCP Server using the official SDK and Zod schema validation.
Academic Peer Review Rebuttal & Author Response Letter (deepseek)
Professional, persuasive author rebuttal letter addressing harsh peer review critiques. (deepseek edition).