Database
Database management and queries
oxmysql
by germanfndez
OxMySQL for FiveM — SQL integrations with MySQL/MariaDB. Use when writing or editing server-side database code: queries, inserts, updates, transactions, or any resource that uses oxmysql (query, insert, prepare, update, single, scalar, rawExecute, transaction). Docs: https://coxdocs.dev/oxmysql
pydantic-ai-tool-system
by existential-birds
Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.
go-architect
by existential-birds
Go application architecture with net/http 1.22+ routing, project structure patterns, graceful shutdown, and dependency injection. Use when building Go web servers, designing project layout, or structuring application dependencies.
context7
by intellectronica
Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API. This skill should be used when looking up documentation for any programming library or framework, finding code examples for specific APIs or features, verifying correct usage of library functions, or obtaining current information about library APIs that may have changed since training.
sqlite-vec
by existential-birds
sqlite-vec extension for vector similarity search in SQLite. Use when storing embeddings, performing KNN queries, or building semantic search features. Triggers on sqlite-vec, vec0, MATCH, vec_distance, partition key, float[N], int8[N], bit[N], serialize_float32, serialize_int8, vec_f32, vec_int8, vec_bit, vec_normalize, vec_quantize_binary, distance_metric, metadata columns, auxiliary columns.
context7
by intellectronica
Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API. This skill should be used when looking up documentation for any programming library or framework, finding code examples for specific APIs or features, verifying correct usage of library functions, or obtaining current information about library APIs that may have changed since training.
exunit-code-review
by existential-birds
Reviews ExUnit test code for proper patterns, boundary mocking with Mox, and test adapter usage. Use when reviewing _test.exs files or test helper configurations.
go-data-persistence
by existential-birds
Data persistence patterns in Go covering raw SQL with sqlx/pgx, ORMs like Ent and GORM, connection pooling, migrations with golang-migrate, and transaction management. Use when implementing database access, designing repositories, or managing schema migrations.
llm-judge
by existential-birds
LLM-as-judge methodology for comparing code implementations across repositories. Scores implementations on functionality, security, test quality, overengineering, and dead code using weighted rubrics. Used by /beagle:llm-judge command.
performance-engineer
by zhaono1
Performance optimization specialist for improving application speed and efficiency. Use when investigating performance issues or optimizing code.
unslop
by yotamleo-org
Cut AI tells from any writing.
cleanddd-dotnet-init
by netcorepal
初始化 CleanDDD dotnet 项目（netcorepal-web 模板）；在创建新项目或为客户演示快速拉起解决方案时使用，可直接调用 dotnet new 或包装脚本
planning-context-resolver
by OmniNode-ai
Read-only intelligence agent that compiles structured planning context for an epic
cqrs
by TheBeardedBearSAS
Regel 07: CQRS - Command Query Responsibility Segregation. Use when implementing DDD patterns.
msx-observe
by jeong-sik
Capture the current MSX screen and read that exact image, preserving its frame and artifact reference. Use when identifying a game prompt, date, menu, or visible change.
pipeline-audit
by OmniNode-ai
Systematically audit an end-to-end multi-repo pipeline for integration correctness by proving every join between services with file-level evidence, dispatching parallel agents per repo and per proof category, and compiling a severity-ordered gap register with actionable tickets
state-management
by TheBeardedBearSAS
State Management - React Query, Zustand, MMKV. Use when managing application state.
langgraph-state-management
by Lubu-Labs
Design state schemas, implement reducers, configure persistence, and debug state issues for LangGraph applications. Use when users want to (1) design or define state schemas for LangGraph graphs, (2) implement reducer functions for state accumulation, (3) configure persistence with checkpointers (InMemorySaver/MemorySaver, SqliteSaver, PostgresSaver), (4) debug state update issues or unexpected state behavior, (5) migrate state schemas between versions, (6) validate state schema structure, (7) choose between TypedDict and MessagesState patterns, (8) implement custom reducers for lists, dicts, or sets, (9) use the Overwrite type to bypass reducers, (10) set up thread-based persistence for multi-turn conversations, or (11) inspect checkpoints for debugging.
loki
by julianobarbosa
Guide for implementing Grafana Loki - a horizontally scalable, highly available log aggregation system. Use when configuring Loki deployments, setting up storage backends (S3, Azure Blob, GCS), writing LogQL queries, configuring retention and compaction, deploying via Helm, integrating with OpenTelemetry, or troubleshooting Loki issues on Kubernetes.
mimir
by julianobarbosa
Guide for implementing Grafana Mimir - a horizontally scalable, highly available, multi-tenant TSDB for long-term storage of Prometheus metrics. Use when configuring Mimir on Kubernetes, setting up Azure/S3/GCS storage backends, troubleshooting authentication issues, or optimizing performance.
Context7
by julianobarbosa
Up-to-date library documentation and code examples from Context7. USE WHEN looking up API docs, library documentation, framework guides, code examples, OR needing version-specific technical documentation. Prevents hallucinated APIs.
sqlite-db
by bfollington
General guide for using the sqlite3 CLI to build composable knowledge databases. Use this skill when creating SQLite databases, designing schemas, querying data, managing relationships, or building new sqlite-based domain skills. Provides the foundational patterns that all specialized sqlite skills build upon.
weaviate-cookbooks
by weaviate
Use this skill when the user wants to build AI applications with Weaviate. It contains a high-level index of architectural patterns, 'one-shot' blueprints, and best practices for common use cases. Currently, it includes references for building a Query Agent Chatbot, Data Explorer, Multimodal PDF RAG (Document Search), Basic RAG, Advanced RAG, Basic Agent, Agentic RAG, and optional guidance on how to build a frontend for each of them.
olore-neon-latest
by olorehq
Local Neon documentation reference (latest). Neon serverless Postgres documentation. Use for database branching, autoscaling, connection pooling, data API, extensions, migrations, and PostgreSQL features.