GitHub
systematic-debugging
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
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devops architecture patterns AI 技能
发现 devops architecture patterns 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: devops architecture patterns
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keeping-routines-focused
Each routine does one thing and does it well - extract when routines have multiple responsibilities
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GitHub
maintaining-consistent-abstractions
Class interfaces present one cohesive abstraction - don't mix domain logic with serialization, persistence, or unrelated concerns
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GitHub
exploring-alternatives
Try 2-3 different approaches before implementing - don't settle for first design you think of
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GitHub
encapsulating-complexity
Hide implementation details behind interfaces - work at domain level (what), not implementation level (how)
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GitHub
writing-plans
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
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GitHub
testing-skills-with-subagents
RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes
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GitHub
single-purpose-variables
Use each variable for exactly one purpose - no hybrid coupling or hidden meanings
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GitHub
commenting-intent
Comment WHY code exists and non-obvious decisions, not WHAT code does (mechanics)
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GitHub
reducing-complexity
Managing complexity is software's primary technical imperative - all other goals are secondary
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GitHub
designing-before-coding
Design in pseudocode first, iterate approaches, then translate to code
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GitHub
tk
Software surgery: contract → invariants → creative search → inevitable incision; minimal diff, compositional core, proof signal.
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GitHub
fix
Review+fix protocol with safety guardrails (unsoundness, invariants, footguns, incidental complexity); requires a validation signal.
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GitHub
universalist
Algebra-Driven Design (ADD): model domains via minimal algebra + laws; encode in types; test laws.
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GitHub
abstraction-laws
Law-driven abstraction protocol: evidence first, seam test, minimal algebra, executable law check.
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GitHub
creative-problem-solver
Lateral-thinking playbook for options and trade-offs; always deliver a five-tier strategy portfolio.
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GitHub
gen-mindset
Mine Codex sessions to synthesize your top software design heuristics (no quotes, no evidence).
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GitHub
dojo-entities
Use when querying, fetching, or subscribing to game entities in dojo.js. Triggers: entity query, fetch entities, useModel, useEntityQuery, ToriiQueryBuilder, subscribe entities, getEntities, entity subscription...
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GitHub
microservices-architect
Distributed systems architect specializing in microservices design patterns. Invoke for service boundaries, domain-driven design, saga patterns, event sourcing, service mesh, distributed tracing. Keywords: micr...
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GitHub
frontend-design
Premium/yaratıcı UI tasarım. ⚠️ Distinctive, memorable interface için kullan. Temel UI için → design-patterns.
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GitHub
microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
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GitHub
backend-database
Repository pattern, transactions, caching ve query optimization.
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GitHub
cache-patterns
Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.
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GitHub
event-driven
Structure systems around asynchronous, event-based communication to decouple producers and consumers for improved scalability and resilience. Use when building loosely coupled systems with asynchronous message-...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。