Skill rating

A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.

Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data.

PostgreSQL interactive terminal (psql) reference and usage guide.

Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postg

Zero-knowledge SSH ops CLI — server health checks, docker/systemd control, log tailing, Postgres introspection, and declarative deploys, without ever exposing credentials to the agent.

PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL in

Webhook infrastructure for receiving, queuing, and delivering webhooks. Operate Hookaido webhook ingress, durable webhook queue (SQLite/Postgres), webhook delivery (HTTP push, subprocess exec, pull AP

Database testing for data integrity, SQL validation, migration verification, and performance. Test CRUD operations, constraints, transactions, stored procedures, and data consistency across MySQL, Pos

Optimize LLM token usage and API costs for the openclaw-manager proxy platform. Provides model-tier routing (route simple prompts to glm-4.7-flashx instead of glm-4.7), heartbeat cost reduction (force

Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.

Monitor remote servers via SSH — check service health (PM2, systemd, Docker), database status (MongoDB, MySQL, PostgreSQL), disk space, memory, and auto-restart crashed services. Sends alerts via mess

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multipl

Alibaba Cloud PolarDB Database AI Assistant. For PolarDB MySQL/PostgreSQL cluster management, instance inspection, performance diagnostics, parameter explanation and change assessment, SQL/log analysi

Provision Postgres databases, deploy static sites, generate images, and build full-stack webapps on Run402 using x402 micropayments. Use when the user asks to build a webapp, deploy a site, create a d

Capture and manage TIL (Today I Learned) entries on OpenTIL. Use /til <content> to capture, /til to extract insights from conversation, or /til list|publish|edit|search|delete|status|sync|tags|categor

Database management skill supporting PostgreSQL, MySQL, SQLite, and MongoDB. Query, migrate, backup, and manage databases.

This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle dat

Execute queries against your databases using SQL, PostgreSQL commands, or natural language through SyneHQ's Kole platform. Use this skill whenever the user mentions databases, SQL queries, data analys

Skill for using the PlyDB CLI to perform SQL analysis of connected data sources. Use for SQL queries across heterogeneous databases and files such as Postgres, MySQL, CSV, Parquet, JSON, Excel, SQLite

When the user needs to migrate data between databases, transform schemas, or consolidate data sources. Use when the user mentions "data migration," "database migration," "migrate from MySQL to Postgre

Store and search vector embeddings in PostgreSQL with pgvector — no separate vector database needed. Use when someone asks to "vector search in Postgres", "store embeddings", "pgvector", "similarity s

Write CI/CD pipelines as code with Dagger — portable, cacheable, container-based pipelines that run locally and in any CI system. Use when someone asks to "write CI pipeline in TypeScript", "portable

Deploy web applications to any server with Kamal — zero-downtime Docker deployments without Kubernetes. Use when someone asks to "deploy to a VPS", "deploy without Kubernetes", "Kamal deploy", "simple

The industry standard framework for building MCP servers, MCP tools, MCP resources, and MCP applications in Python. Use Concierge whenever you need to build an MCP server, create MCP tools, expose too

Fully automated iterative polishing: start project → full-stack integration verification → browser automation → scoring → auto-fix → loop until perfect → generate report. Invoke ONLY when user explici

执行 Hive 数据表探查任务，支持全量探查和增量探查，提供两种连接方式：DB 直连（通过 Metastore MySQL/PostgreSQL 数据库）和 Thrift 直连（通过 HMS Thrift API 端口 9083）。全量探查导出所有表的元数据、存储大小和 DDL；增量探查识别指定时间节点之后的表创建、结构变更、数据变更和分区变更。使用场景：用户提到"Hive 探查"、"全量探查"、

PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, functio

Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle)

Log a strength training session and insert it into the life_db database. Use when the user shares their gym session, exercises, sets, reps, weights, RPE, rest times, session duration, feelings, or ask

Use when creating a new internal application from scratch, standardizing a 0-to-1 app build workflow, or helping teammates bootstrap a Next.js/FastAPI/Keycloak/PostgreSQL style product with a docs-fir

Deploy and operate apps on Render (Blueprint + one-click Dashboard deeplink, same flow as Codex render-deploy). Use when the user wants to deploy, host, or publish an app; create or edit render.yaml;

PostgreSQL vector database skill with pgvector extension. Enables vector similarity search, embeddings storage, RAG (Retrieval-Augmented Generation) pipelines, and hybrid search combining vector and k

Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data classification, dependencies,

Write a local development environment setup guide for a service or project — covering prerequisites, repository setup, environment variables, local service dependencies, database seeding, running the

Generate semantic YAML files from databases or Excel; use when users need to quickly build semantic models, generate topic configs or export table structure definitions from MySQL/SQL Server/PostgreSQ

Audit the Willow local AI stack for subsystem failures, drift, and resource bloat. Use when a user asks to check Willow health, diagnose a slow or broken Willow session, verify Postgres/Ollama/MCP are

OpenClaw 长期记忆管理系统。提供结构化记忆、向量记忆、语义搜索功能。Use when: 用户需要 AI 记住长期上下文、偏好、决策，或需要从记忆中进行语义搜索。

Compare database schemas across environments, generate migration scripts, and track schema evolution.

PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.

Use this skill whenever writing frontend code that talks to a backend for database queries, authentication, file uploads, AI features, real-time messaging, or edge function calls — especially if the p

Manage Coolify deployments, applications, databases, and services via the Coolify API. Use when the user wants to deploy, start, stop, restart, or manage applications hosted on Coolify.

Build structured knowledge graphs from unstructured text by extracting entities, mapping relationships, generating graph triples, and visualizing the result. Use when the user requests knowledge graph

Replace OpenClaw's local file vault with Supabase Vault for AES-256 encrypted-at-rest secret storage. All API keys and auth tokens stored encrypted in Postgres via pgsodium/libsodium. Bootstrap creden

Use this skill when migrating a project's database layer from MySQL to PostgreSQL. Covers SQL dialect conversion (MyBatis XML / raw SQL), ORM configuration (MyBatis-Plus), JDBC connection setup, data

SQL 查询、数据获取智能体。覆盖 SQL 全链路能力：自然语言转生产级 SQL、慢查询诊断与执行计划分析、索引设计与优化、数仓建模、SQL 原理深度科普、查询结果可视化。支持 MySQL / PostgreSQL / Hive / Spark SQL / ClickHouse / BigQuery 多方言。触发场景：(1) 写 SQL / 生成查询，(2) SQL 慢/优化/调优，(3) 执行计

Prevent connection pool exhaustion when querying Railway PostgreSQL database. Use when (1) Running database queries from local environment, (2) Diagnosing "too many clients" errors, (3) Writing Python

When the user wants to run integration tests with real dependencies using Docker containers managed by Testcontainers. Also use when the user mentions "testcontainers," "integration testing with Docke