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Development

Frameworks, languages, and architectural tools.

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architecture-patterns
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complexity-guard

The final gatekeeper. Audits RFCs to reject over-engineering, unnecessary dependencies, and resume-driven development.

Haaaiawd
Haaaiawd
development
open
architecture-patterns
0

create-repository

Create Repository interface and Finder interface for domain entity persistence. Use when entity needs persistence layer with commands (save, delete) and queries (find, findAll). Generates both Repository (commands) and Finder (queries) following CQRS pattern.

Dev-Int
Dev-Int
development
open
architecture-patterns
0

padz-display-identifiers

Explains the Display Identifier system in padz—a dual-identifier approach that provides stable, user-friendly IDs (1, 2, p1, d1) while internally using UUIDs. Use when working on pad listing, selection, or any CLI command that references pads by ID. Critical for understanding why filtered views preserve canonical indexes.

arthur-debert
arthur-debert
development
open
architecture-patterns
0

docs-routing

Ensure every meaningful output lands in the right place and stays findable

Lordsisodia
Lordsisodia
development
open
architecture-patterns
0

risk-management-specialist

Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.

nimeshgurung
nimeshgurung
development
open
architecture-patterns
0

mcp-memory-recall

Recall and reuse prior decisions, constraints, and artifacts using MCP memory (e.g., Neo4j). Use when the user references past work (“jak ostatnio”, “kontynuuj”), when resuming a project thread, or when a repeated topic suggests existing decisions.

janjaszczak
janjaszczak
development
open
architecture-patterns
0

architecture-patterns

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.

LLLLimbo
LLLLimbo
development
open
architecture-patterns
0

error-retry-tracking

Instrument error handling, retries, fallbacks, and failure patterns

nexus-labs-automation
nexus-labs-automation
development
open
architecture-patterns
0

baml-integration

SagebaseでのBAML (Boundary ML) 統合に関する知識とベストプラクティス。BAML定義ファイルの作成、クライアント再生成、Factory Pattern実装、ハイブリッドアプローチの設計を支援します。

sage-base
sage-base
development
open
architecture-patterns
0

issue-fix

ユーザーが「Issue #N を解決」「Issueを解決して」「Issue を fix」等と要求した時に使用。 GitHub Issueの完全な解決ワークフローを自動実行。 Issue分析、テストファースト開発、最小限の修正実装、PR作成まで一貫して処理。

kis9a
kis9a
development
open
architecture-patterns
0

system-architect

Expert system architecture design including scalability, reliability, and distributed systems

ljchg12-hue
ljchg12-hue
development
open
architecture-patterns
0

messaging-events

RabbitMQ pub/sub patterns for asynchronous processing of entity changes and system events.

erymuzuan
erymuzuan
development
open
architecture-patterns
0

spec

以需求、设计、任务三阶段进行规格驱动开发,把模糊功能想法转化为可实现、可验证的规范与计划;适用于复杂功能、多组件集成、高风险项目、团队协作、AI 辅助开发与知识沉淀;不适用于简单 bug 修复、快速实验原型、紧急热修复或成熟模式下不确定性很低的改动。

leixin-jin
leixin-jin
development
open
architecture-patterns
0

gdl90-adsb

GDL 90 protocol implementation for ADS-B receivers. Use when decoding traffic data from Stratux, ForeFlight Sentry, or other GDL 90 compatible devices. Includes message decoders, traffic simulators, and receiver client implementations.

KitfoxPilot
KitfoxPilot
development
open
architecture-patterns
0

mcp-tool-builder

Guides implementation of new MCP tools from specification to production-ready code, following the braiins-pool-mcp-server architecture patterns and best practices defined in ARCHITECTURE.md.

Ryno-Crypto-Mining-Services
Ryno-Crypto-Mining-Services
development
open
architecture-patterns
0

ddd-architecture

Domain-Driven Design and Clean Architecture implementation guide

haginot
haginot
development
open
architecture-patterns
0

concurrency-and-throughput

Comprehensive guide to concurrency models, throughput optimization, worker pools, task queues, and scaling strategies for high-performance applications

AmnadTaowsoam
AmnadTaowsoam
development
open
architecture-patterns
0

enum-driven-state-refactoring

Refactor loose state models (optional fields, parallel booleans) into strict sum types. Apply when a field's validity depends on another field's value.

jul-sh
jul-sh
development
open
architecture-patterns
0

logseq-format

Use ONLY when user mentions converting/using/writing in "logseq format" or similar (must mention "logseq")

jumski
jumski
development
open
architecture-patterns
0

system-architecture

Design systems for change. Trade-off analysis, ADR documentation, pattern selection. Architecture decisions must have documented rationale.

jagreehal
jagreehal
development
open
architecture-patterns
0

refactoring

Use when restructuring code to improve quality without changing external behavior. Emphasizes safety through tests and incremental changes.

knopki
knopki
development
open
architecture-patterns
0

value-object

Guide for implementing immutable Value Objects with base classes (StringValue, UuidValue) and Doctrine custom types. Use when creating identity objects or domain-specific values.

dairectiv
dairectiv
development
open
mobile
0

android-architecture

Guides Android development with MVI state management, repository pattern, and clean architecture. Activates when implementing Android features, ViewModels, repositories, or data layers.

ggz23
ggz23
development
open
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