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legacy-requirements-extractor
Systematically reverse-engineers business requirements from legacy codebases using the Horseshoe Model to bridge the gap between implementation details and architectural intent.
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databases architecture patterns AI Skills
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Categories: databases architecture patterns
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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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tdd
Test-Driven Development workflow with RED-GREEN-REFACTOR, lore from Kent Beck, Michael Feathers, and Ousterhout's counterpoint
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hexagonal-architecture
Design, implement, and maintain applications using hexagonal architecture (ports and adapters). Use when (1) designing new systems requiring clear separation between domain logic and infrastructure, (2) refacto...
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writing-plans
Create detailed implementation strategies and architecture documentation
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refactoring
Code refactoring patterns, techniques, and best practices for improving code structure without changing behavior
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integration-testing
Integration testing patterns, strategies for testing component interactions, and managing test dependencies
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deep-research
Turn ambiguous questions into documented, executable plans with traceable artifacts
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docs-routing
Ensure every meaningful output lands in the right place and stays findable
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writing-plans
Create detailed implementation strategies and architecture documentation
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migrations
Database migration workflows, schema evolution strategies, and safe deployment practices
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graphql-api
GraphQL integration patterns, query construction, and best practices for efficient GraphQL clients
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convex-utility
Skill for standardizing and accelerating Convex backend development with boilerplate generation and pattern enforcement.
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clojure-core-async
Async programming with channels, go blocks, and CSP in Clojure. Use when working with async operations, channel communication, pub/sub patterns, concurrent pipelines, or CSP-style coordination.
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GitHub
clojure-core-async-flow
core.async.flow provides a declarative framework for building process flows with strict separation of application logic from topology, execution, and lifecycle management. Use when building multi-process system...
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clojure-ring-spec
Ring specification for HTTP server applications in Clojure. Use when working with: (1) Ring handlers (sync or async), (2) Ring request maps and their keys, (3) Ring response maps and their keys, (4) Ring middle...
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GitHub
clojure-donut-system
Reference for donut.party/system - component lifecycle and dependency injection library for Clojure. Use when working with component definitions, system management, refs between components, or lifecycle signals...
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logseq-format
Use ONLY when user mentions converting/using/writing in "logseq format" or similar (must mention "logseq")
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go-backend
Goバックエンド開発 - Goイディオム、並行処理、エラーハンドリング、テスト
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clean-architecture-ddd
クリーンアーキテクチャ・DDD設計 - レイヤー設計、ドメインモデリング、依存関係管理
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GitHub
session-mode
セッションモード切替 - strict/normal/fast でGuard関手の動作を変更。Serena Memoryで状態永続化。
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GitHub
microservices-monorepo
マイクロサービス・モノレポ設計 - サービス分割、通信パターン、モノレポ構成
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GitHub
grpc-protobuf
gRPC/Protobuf開発 - proto定義、コード生成、バックエンド実装のワークフロー
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GitHub
fanout
This skill should be used for multi-perspective analysis through parallel copilot sessions. Triggers include "analyze from multiple angles", "what are the gaps/patterns/friction", "explore before deciding", pre...
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