数据库
数据库管理与查询
adr-template
dykyi-roman
Generates Architecture Decision Records (ADR) for PHP projects. Creates structured decision documentation with context, decision, and consequences.
check-database-scaling
dykyi-roman
Analyzes PHP code for database scaling issues. Detects single DB connection for all queries, missing read replica configuration, SELECT queries hitting master, and missing connection pooling.
check-cqrs-alignment
dykyi-roman
Audits CQRS and Event Sourcing alignment. Checks command/query separation, projection idempotency, event store consistency, and read/write model synchronization.
caveman
sibulus13
Ultra-concise response style — one sentence max, direct answers
config-validation
daniel-ospina
"Thin wrapper that runs relevant check scripts based on changed files. Maps file types to validation scripts (migrations → check-migration-*, skills → check-skill-lint, etc.). Invoked by test-routing when domain=config."
codebase-audit
daniel-ospina
"Full codebase audit coordinating security, bug, config, supply-chain, and database specialists. Use when asked to 'audit the codebase', 'find all bugs', 'security audit', 'full audit', 'code quality scan', or 'run codebase audit'."
performing-systematic-debugging-for-stubborn-problems
ArjenSchwarz
Applies a modified Fagan Inspection methodology to systematically resolve persistent bugs and complex issues. Use when multiple previous fix attempts have failed repeatedly, when dealing with intricate system interactions, or when a methodical root cause analysis is needed. Do not use for simple troubleshooting. Triggers after multiple failed debugging attempts on the same complex issue.
neo4j-cypher-guide
tomasonjo
Comprehensive guide for writing modern Neo4j Cypher read queries. Essential for text2cypher MCP tools and LLMs generating Cypher queries. Covers removed/deprecated syntax, modern replacements, CALL subqueries for reads, COLLECT patterns, sorting best practices, and Quantified Path Patterns (QPP) for efficient graph traversal.
platform
musterd-io
The platform role — the member who touches running infrastructure (service lifecycle, restarts, refreshes, deploys, shared checkouts, migrations), supervises the automated actors that touch it, and is who the team routes infrastructure trouble to. Use for diagnosing an outage or a slow or wedged service, restarting or refreshing a shared service, deploying, running or reviewing a migration, supervising automation, designing health checks, or verifying a fix is live.
x-algo-filters
CloudAI-X
Explain why posts get filtered from the X feed. Use when analyzing why a post was removed, not shown, or filtered out of recommendations.
big-data
pluginagentmarketplace
Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads
java-spring-framework
AyrtonAldayr
Senior Java & Spring Boot 4 / Spring Framework 7 architect skill for 2026-standard development. Use when the user asks to build, scaffold, design, review, or explain Java applications using Spring Boot 4.x, Spring Framework 7.x, Spring Modulith, or any related Spring ecosystem project. Triggers include: creating REST APIs, designing microservices, configuring data access (JdbcClient, JPA 3.2, R2DBC), reactive programming (WebFlux), security (Spring Security 7), observability, GraalVM native images, Gradle/Maven build configuration, Jakarta EE 11 migration, and any task requiring idiomatic modern Java (Java 25: records, sealed classes, structured concurrency, scoped values, pattern matching, JSpecify null safety).
life-os-knowledge
breverdbidder
Personal knowledge base for Shapira family daily life. Use when querying or storing information about hotels, swim meet venues, travel logistics, restaurants, service providers, or any location-based preferences. Triggers on phrases like "remember this hotel", "where did we stay", "next time in [city]", "log this location", or references to past stays/visits.
Performance Optimization
LKB-99
50 skills para Manus com acionamento automático - IA, Marketing, Finanças, Saúde, Produtividade, Desenvolvimento e mais
sql-databases
pluginagentmarketplace
SQL query optimization, schema design, indexing strategies, and relational database mastery for production data systems
jpa-patterns
x-cmd
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
advisor-triggers
akaszubski
Detects when user requests warrant critical analysis via /advise command
geo-infer-data
ActiveInferenceInstitute
Data connectors, ETL pipelines, and data management for geospatial datasets. Use when loading spatial data from databases, APIs, files (GeoJSON, Shapefile, GeoParquet), or building data transformation pipelines.
coupling
toss
Use when props가 3개 이상 컴포넌트 계층을 통과하거나, 하나의 Hook이 5개 이상 값을 반환하거나, A 수정 시 관련 없는 B가 깨질 때
dev-server
yugasun
Create and manage Python backend services using uv, FastAPI, Pydantic, SQLAlchemy, and AI libraries. Use this skill when the user asks to build a backend, API, or server-side application.
schema-markup
silvainfm
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see seo-audit.
pydantic-ai-tool-system
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.
sqlite-vec
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.
sql-translation
tidyverse
Guide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-to-SQL translations for functions like string manipulation, date/time, aggregates, or window functions.