nosql-databases
9
using-weaviate
Weaviate vector database for semantic search, hybrid queries, and AI-native applications. Use for embeddings storage, similarity search, RAG pipelines, and multi-modal retrieval.
FortiumPartners
databases
结果数
53,183
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machine-learning
9
mc-training-capture
Enable or disable automatic training data capture (partial observation grid + optional ground truth).
bdambrosio
data-ai
machine-learning
9
pytorch-ml
Deep learning with PyTorch - model training, GPU acceleration, and data science workflows
pacphi
data-ai
sql-databases
9
databases
MongoDB and PostgreSQL database administration. Databases: MongoDB (document store, aggregation, Atlas), PostgreSQL (relational, SQL, psql). Capabilities: schema design, query optimization, indexing, migrations, replication, sharding, backup/restore, user management, performance analysis. Actions: design, query, optimize, migrate, backup, restore, index, shard databases. Keywords: MongoDB, PostgreSQL, SQL, NoSQL, BSON, aggregation pipeline, Atlas, psql, pgAdmin, schema design, index, query optimization, EXPLAIN, replication, sharding, backup, restore, migration, ORM, Prisma, Mongoose, connection pooling, transactions, ACID. Use when: designing database schemas, writing complex queries, optimizing query performance, creating indexes, performing migrations, setting up replication, implementing backup strategies, managing database permissions, troubleshooting slow queries.
samhvw8
databases
architecture-patterns
9
refactor-code
Refactor code to improve clarity and maintainability without changing behavior. Use when improving readability, reducing complexity, or eliminating duplication.
zbruhnke
development
architecture-patterns
9
musubix-c4-design
Guide for creating C4 model design documents. Use this when asked to create architecture designs, system context diagrams, container diagrams, or component diagrams following the C4 model methodology.
nahisaho
development
system-admin
9
docker-deployer
Guide for deploying applications with Docker. This skill should be used when users want to containerize and deploy their applications.
Rehan-Ul-Haq
tools
system-admin
9
senior-devops
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.
rickydwilson-dcs
tools
productivity-tools
9
musubix-domain-inference
Guide for automatic domain detection and component inference. Use this when asked to identify the domain of a project and get recommended components for that domain.
nahisaho
tools
architecture-patterns
9
service-implementation
Implement Effect services as fine-grained capabilities avoiding monolithic designs
front-depiction
development
testing
9
evaluate-attempt
This SOP evaluates a completed brazil-bench attempt against the spec.md requirements, capturing metrics for comparison across orchestration patterns. Supports Python and Swift/iOS projects.
brazil-bench
testing-security
architecture-patterns
9
domain-modeling
Create production-ready Effect domain models using Schema.TaggedStruct for ADTs, Schema.Data for automatic equality, with comprehensive predicates, orders, guards, and match functions. Use when modeling domain entities, value objects, or any discriminated union types.
front-depiction
development
architecture-patterns
9
swift-concurrency
Expert guidance on Swift Concurrency concepts. Use when working with async/await, Tasks, actors, MainActor, Sendable, isolation domains, or debugging concurrency compiler errors. Helps write safe concurrent Swift code.
nonameplum
development
debugging
9
12-factor-apps
Perform 12-Factor App compliance analysis on any codebase. Use when evaluating application architecture, auditing SaaS applications, or reviewing cloud-native applications against the original 12-Factor methodology.
existential-birds
tools
system-admin
9
docker-deployer
Automates Docker containerization and deployment for applications. This skill should be used when users want to containerize applications, set up CI/CD pipelines, or deploy to container platforms.
Rehan-Ul-Haq
tools
architecture-patterns
9
documentation-specialist
Extracts system architecture and creates data flow documentation (Stages 1, 2, 6). Focuses on source traceability and accurate information extraction. Does NOT perform security analysis or quality validation.
ensingm2
development
architecture-patterns
9
scaffold-aggregate
Create a new event-sourced aggregate with proper Apply methods, event handling, and Marten configuration. Use this when adding a new domain entity that needs event sourcing.
aalmada
development
architecture-patterns
9
planning
Technical implementation planning and architecture design. Capabilities: feature planning, system architecture, technical evaluation, implementation roadmaps, requirement breakdown, trade-off analysis, codebase analysis, solution design. Actions: plan, architect, design, evaluate, breakdown technical solutions. Keywords: implementation plan, technical design, architecture, system design, roadmap, requirements analysis, trade-offs, technical evaluation, feature planning, solution design, scalability, security, maintainability, sprint planning, task breakdown. Use when: planning new features, designing system architecture, evaluating technical approaches, creating implementation roadmaps, breaking down complex requirements, assessing technical trade-offs.
samhvw8
development
productivity-tools
9
better-auth
TypeScript authentication framework (framework-agnostic). Features: email/password, OAuth (Google, GitHub, Discord), 2FA (TOTP, SMS), passkeys/WebAuthn, session management, RBAC, rate limiting, database adapters. Actions: implement, configure, secure authentication systems. Keywords: Better Auth, authentication, authorization, OAuth, email/password, 2FA, MFA, TOTP, passkeys, WebAuthn, session management, RBAC, rate limiting, database adapter, TypeScript auth, social login, Google auth, GitHub auth, Discord auth, email verification, password reset. Use when: implementing TypeScript auth, adding OAuth providers, setting up 2FA/MFA, managing sessions, configuring RBAC, building secure auth systems.
samhvw8
tools