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entropy-defense-mechanism
Deliberately impose artificial constraints and simplification rules to counteract organizational drift toward complexity. Complexity kills companies—fight it with binary rules.
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databases architecture patterns AI Skills
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
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single-threaded-leadership-model
An organizational model where a single leader is fully accountable for a specific goal and controls all cross-functional resources needed, minimizing external dependencies. Amazon's alternative to matrixed orga...
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project-experience
Project-specific patterns, conventions, and learnings for docker-containers. Triggers: "project patterns", "how does this project", "project conventions", "local setup", "build order", "test setup", "project-sp...
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GitHub
opence-compound
Document learnings, capture repeatable workflows as skills, and prepare to compound an opence change.
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task-decomposition
Break down complex tasks into actionable, atomic steps that can be executed by individual agents.
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observability-patterns
Observability patterns for metrics, logs, and traces. Use when implementing monitoring, setting up Prometheus/Grafana, configuring logging pipelines, implementing distributed tracing, or designing alerting syst...
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GitHub
docker-patterns
Best practices for containerizing applications with Docker.
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defense-in-depth
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible | 無効なデータが実行の...
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...
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writing-plans
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and ve...
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brainstorming
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...
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GitHub
space-environment-navigation
Navigate and understand Octopus structure across spaces, environments, and projects
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GitHub
tailwind-design-system
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
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GitHub
rails-basecamp-engineer
This skill provides expert guidance on implementing Ruby on Rails applications using 37signals (Basecamp/HEY) patterns and conventions. Use when building Rails features, implementing authentication, authorizati...
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GitHub
simplify
When a solution needs simplifying, load this skill with the map-reduce skill to find its essence.
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GitHub
sqlalchemy-20
Modern async ORM with type-safe models and efficient queries
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GitHub
python-async-patterns
Best practices for async Python code, avoiding common pitfalls like await precedence bugs and sync-in-async anti-patterns.
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GitHub
implementing-error-handling
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing A...
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GitHub
aws-azure-multi-cloud-expert
Expert guidance for deploying and managing applications across AWS and Azure cloud platforms. Use when deploying to AWS, Azure, managing cloud infrastructure, or implementing multi-cloud strategies.
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GitHub
myapp
Expert guidance for Docker containerization and Kubernetes orchestration. Use when containerizing applications, managing multi-container setups with Docker Compose, or deploying to Kubernetes clusters.
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GitHub
enterprise-erp-consultant
Expert guidance for enterprise resource planning systems, business logic, domain modeling, and ERP integration patterns. Use when building ERP systems, implementing business workflows, or integrating with ERP p...
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GitHub
nextjs-fastapi-full-stack-expert
Expert guidance for building full-stack applications with Next.js frontend and FastAPI backend. Use when integrating React/Next.js with Python FastAPI, building API routes, or implementing SSR/SSG with Python b...
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GitHub
database-engineering
Domain specialist for data persistence, database design, query optimization, and data modeling. Scope: SQL injection prevention, indexing strategies, normalization, migrations, scaling, backup/recovery, ORM pat...
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GitHub
software-engineering
Domain specialist for software architecture, design patterns, code quality, and refactoring. Scope: SOLID principles, GoF design patterns, anti-patterns, code smells, clean architecture, code injection vulnerab...
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