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SkillsMP hat 101 Skills aus copyleftdev/sk1llz gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
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Design network-based software architectures using Roy Fielding's REST principles. Emphasizes the constraints of the web—statelessness, cacheability, uniform interfaces, and HATEOAS. Use when designing web APIs that must endure for decades.
Quellsprache: Englisch
Design APIs using Kin Lane's "API Evangelist" philosophy. Emphasizes Design-First (OpenAPI), governance, treating APIs as products, and the political/business impact of interfaces. Use when building public platforms or large-scale internal ecosystems.
Quellsprache: Englisch
Design event-driven architectures using Fran Méndez's "AsyncAPI" philosophy. Emphasizes Event-First design, treating message contracts with the same rigor as REST (AsyncAPI spec), and decoupling producers from consumers. Use when building message buses, IoT…
Quellsprache: Englisch
Design CLI tools in the style of Mitchell Hashimoto, founder of HashiCorp. Emphasizes consistent command patterns, helpful error messages, progressive disclosure, and machine-readable output. Use when building command-line tools that developers will love.
Quellsprache: Englisch
Design scalable data systems in the style of Pat Helland, distributed systems veteran from Tandem, Microsoft, and Amazon. Emphasizes life beyond distributed transactions, idempotency, and practical patterns for data at scale. Use when building systems that…
Quellsprache: Englisch
Optimize databases in the style of Andy Pavlo, CMU professor and database performance expert. Emphasizes understanding internals, benchmarking rigorously, and making informed architectural choices. Use when tuning query performance, designing storage engines,…
Quellsprache: Englisch
Design databases in the style of Michael Stonebraker, Turing Award winner and creator of Ingres, Postgres, VoltDB, and Vertica. Emphasizes clean architecture, separation of OLTP/OLAP, and building systems that last decades. Use when designing database…
Quellsprache: Englisch
Index and query geospatial data using Google's S2 Geometry library. Emphasizes hierarchical cell decomposition, Hilbert curves for locality preservation, and efficient spatial operations on spherical geometry. Use when building location-based services,…
Quellsprache: Englisch
Engineer low-latency networks in the style of Jim Gettys, discoverer of bufferbloat. Emphasizes understanding excessive buffering, queue management, latency under load, and the fq_codel solution. Use when diagnosing network latency issues, optimizing for…
Quellsprache: Englisch
Engineer network systems in the style of Van Jacobson, the architect of TCP congestion control who saved the internet from collapse. Emphasizes congestion avoidance, RTT-based adaptation, queue management, and understanding network dynamics. Use when…
Quellsprache: Englisch
Understand network protocols in the style of W. Richard Stevens, author of TCP/IP Illustrated. Emphasizes deep protocol understanding through packet analysis, layered thinking, and knowing exactly what happens at every byte. Use when debugging network issues,…
Quellsprache: Englisch
Think and build in the style of Richard Feynman, Nobel laureate physicist and legendary problem solver. Emphasizes first-principles reasoning, playful exploration, ruthless simplification, and the Feynman Technique for deep understanding. Use when debugging…
Quellsprache: Englisch
Solve problems in the style of George Pólya, mathematician and author of "How to Solve It." Emphasizes structured heuristics, analogy, decomposition, and working backward from the goal. Use when stuck on algorithmic problems, debugging complex systems, or…
Quellsprache: Englisch
Build search systems informed by Google's internal architecture as revealed in the May 2024 API Content Warehouse leak. Covers Ascorer ranking, NavBoost click signals, Twiddler re-ranking, index tiering, and entity-based retrieval. Use when designing…
Quellsprache: Englisch
Apply David Bianco's threat hunting frameworks including the Pyramid of Pain and Threat Hunting Maturity Model. Emphasizes prioritizing detection by adversary cost and building mature hunting programs. Use when designing detection strategies or assessing…
Quellsprache: Englisch
Apply the MITRE ATT&CK framework for threat intelligence and detection. Provides a universal taxonomy of adversary tactics, techniques, and procedures (TTPs). Use when mapping threats, building detections, or assessing defensive coverage.
Quellsprache: Englisch
Apply Roberto Rodriguez's threat hunting methodology with the Threat Hunter Playbook and HELK. Emphasizes documented hunts, open source infrastructure, and data-driven hunting. Use when building hunting programs or developing hunt playbooks.
Quellsprache: Englisch
Apply Florian Roth's detection engineering methodology with YARA and Sigma rules. Emphasizes portable detection logic, community sharing, and signature quality. Use when creating detection rules that work across platforms.
Quellsprache: Englisch
Design large-scale systems using Jeff Dean's pragmatic approach. Emphasizes performance intuition, building reliable systems from unreliable components, and solving problems at Google scale. Use when building infrastructure that must handle millions of QPS,…
Quellsprache: Englisch
Design systems using Martin Fowler's principles of refactoring, continuous integration, and patterns of enterprise application architecture. Emphasizes clean code, evolution over revolution, and writing code for humans first. Use when designing enterprise…
Quellsprache: Englisch
Design data systems using Jim Gray's principles of transaction processing and fault tolerance. Emphasizes ACID properties, recovery mechanisms, and the science of making systems reliable. Use when building databases, payment systems, or any system where data…
Quellsprache: Englisch
Design distributed systems using Leslie Lamport's rigorous approach. Emphasizes formal reasoning, logical time, consensus protocols, and state machine replication. Use when building systems where correctness under concurrency and partial failure is critical.
Quellsprache: Englisch
Design systems using Butler Lampson's principles of abstraction, interfaces, and practical wisdom. Emphasizes clean abstractions, security foundations, and time-tested design hints. Use when making architectural decisions, designing APIs, or building systems…
Quellsprache: Englisch
Design cloud-native systems using Werner Vogels' principles of failure-first design, eventual consistency, and API-driven architecture. Emphasizes building for failure, customer obsession, and practical distributed systems. Use when building AWS-scale…
Quellsprache: Englisch
Test software in the style of James Bach, pioneer of exploratory testing and context-driven testing. Emphasizes skilled human investigation, heuristics-based test design, and adapting to context rather than following rigid scripts. Use when designing test…
Quellsprache: Englisch
Develop software in the style of Kent Beck, creator of Test-Driven Development and Extreme Programming. Emphasizes red-green-refactor, tests-first design, small steps, and emergent architecture. Use when writing new features, refactoring legacy code, or…
Quellsprache: Englisch
Test software in the style of Michael Bolton, Rapid Software Testing co-creator with James Bach. Emphasizes the distinction between testing and checking, critical thinking, oracles, and the social nature of quality. Use when designing test strategies,…
Quellsprache: Englisch
Test distributed systems in the style of TigerBeetle and Joran Dirk Greef, using deterministic simulation and time compression. Emphasizes controlling all non-determinism, simulating years of operation in minutes, and finding bugs that would take decades to…
Quellsprache: Englisch
Test software in the style of David MacIver, creator of Hypothesis. Emphasizes sophisticated shrinking, example databases, stateful testing, and practical property-based testing in Python. Use when testing Python code with complex data structures, APIs, or…
Quellsprache: Englisch
Evaluate test quality in the style of Richard Lipton, father of mutation testing. Emphasizes injecting small faults (mutants) to measure test effectiveness, the competent programmer hypothesis, and the coupling effect. Use when assessing test suite quality,…
Quellsprache: Englisch
Test software in the style of John Hughes, inventor of QuickCheck and property-based testing. Emphasizes specifying properties that should hold for all inputs, generating random test cases, and shrinking failures to minimal examples. Use when testing…
Quellsprache: Englisch
Trade mean reversion setups in the style of Scarface Trades, the mean reversion specialist known for mathematical precision and statistical edge. Emphasizes standard deviation bands, RSI extremes, and calculated entries with defined risk. Use when trading…
Quellsprache: Englisch
Trade swing setups in the style of Mark Minervini, 3x US Investing Champion with 220%+ annual returns. Emphasizes SEPA methodology, trend templates, volatility contraction patterns (VCP), and strict risk management. Use when swing trading momentum stocks,…
Quellsprache: Englisch
Write C++ code following Andrei Alexandrescu's Modern C++ Design principles. Emphasizes policy-based design, template metaprogramming, and type-safe generic abstractions. Use when designing flexible, reusable libraries or when compile-time computation beats…
Quellsprache: Englisch
Write C++ code following Scott Meyers' Effective C++ principles. Emphasizes practical wisdom, specific guidelines with clear rationale, and avoiding common pitfalls. Use when writing production C++ code that must be correct, maintainable, and efficient.
Quellsprache: Englisch
Write C++ code following Sean Parent's "No Raw Loops" philosophy. Emphasizes algorithm-based thinking, composition over iteration, and treating code as mathematical reasoning. Use when refactoring or writing new C++ to maximize clarity and correctness.
Quellsprache: Englisch
Write C++ code following Alexander Stepanov's generic programming principles. Emphasizes algorithms over data structures, concepts as requirements, and mathematical rigor in interface design. Use when designing reusable algorithms or data structures that must…
Quellsprache: Englisch
Write C++ code in the style of Bjarne Stroustrup, creator of C++. Emphasizes type safety, resource management via RAII, zero-overhead abstractions, and direct hardware mapping. Use when designing C++ systems, APIs, or when clarity and efficiency must coexist.
Quellsprache: Englisch
Write C++ code following Herb Sutter's exceptional C++ principles. Emphasizes exception safety, const correctness, modern idioms, and defensive programming. Use when writing robust, production-quality C++ that must handle errors gracefully.
Quellsprache: Englisch
Write Go code in the style of Dave Cheney, Go community leader. Emphasizes practical patterns, clear error handling, and performance awareness. Use when writing production Go that needs to be maintainable and performant.
Quellsprache: Englisch