Skill rating

Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointer

You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had.

Use when working with Nix flakes, overlays, shell.nix, or flake.nix files.

Vercel storage expert guidance — Blob, Edge Config, and Marketplace storage (Neon Postgres, Upstash Redis). Use when choosing, configuring, or using data storage with Vercel applications.

Configures Neon Serverless Driver for Next.js, Vercel Edge Functions, AWS Lambda, and other serverless environments. Installs @neondatabase/serverless, sets up environment variables, and creates worki

Set up a new Prisma Postgres database and connect it to a local project using the Management API. Use when asked to "set up a database", "create a Prisma Postgres project", "get a connection string",

Manage a shared PostgreSQL Docker container for local dev environments. Handles container lifecycle, database creation/removal, and cross-instance dumps via pg_dump. Joins the shared Docker network cr

执行 MySQL、PostgreSQL、Oracle、SQL Server、DM8、TiDB、IvorySQL、GBase 8s、YashanDB、KingbaseES 数据库健康巡检，内置 130+ 条增强风险分析规则，一键生成专业 Word 巡检报告。适用于 DBA 和运维人员快速掌握数据库运行状况、排查风险。项目地址：https://github.com/fiyo/DBCheck

價值投資每日追蹤系統 - 整合估值、技術分析、情緒分析，輸出綜合評分報告並發送 Email。適用於個人投資組合追蹤。

Use this skill when you need to query, insert, update, or delete records in the configured MySQL/PostgreSQL/SQLite database and you know the target table name and approximate schema. Triggers include:

基于 FSRS 算法的费曼学习导师，通过 PostgreSQL 记忆库与 Obsidian 笔记联动，引导用户进行深度复习。严格遵循笔记同步→到期检查→针对性提问→动态追问→结算存储的五步流程。

面向AI应用开发者的向量数据库管理工具，覆盖向量索引创建、嵌入向量管理、相似度检索与基础性能调优。核心能力：创建与删除向量索引、批量导入嵌入向量、执行KNN/ANN相似度检索、管理集合与分区、查询基础统计信息。Use

面向数据分析人员与后端开发者的自然语言转SQL引擎，解决"知道想要什么数据但写不出SQL"的核心痛点。核心能力：将中文/英文的自然语言描述转换为语法正确的SQL查询，支持表结构自动识别、意图解析、JOIN关系推导与查询验证。Use

Query the eICU Collaborative Research Database 2.0. Generates SQL and Python code for extracting ICU data including vital signs, labs, GCS, vasopressors, blood gas, oxygenation, and diagnoses from Pos

Apache SeaTunnel 数据集成工具助手 - 当用户需要配置、调试或生成 SeaTunnel 数据同步作业时使用此技能。支持 100+ 连接器配置、CDC 设置、性能调优和故障排查。

Codebase onboarding assistant that maps project architecture, identifies patterns, generates guides, and helps new developers understand any repository in minutes instead of days.

RAG Architect - POWERFUL

数据库性能优化专家技能。涵盖 SQL 查询优化、索引策略设计、查询计划分析、ORM 优化、连接池调优。支持 PostgreSQL、MySQL、SQLite。当用户遇到：慢查询、数据库性能问题、需要设计索引、分析查询计划、优化 SQL 语句、解决 N+1 查询问题、调优连接池、分析数据库锁、优化 ORM 查询、数据库监控诊断时，立即使用此技能。即使用户只说'查询很慢'、'加个索引'、'SQL 优化'

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;

Persistent memory and instant knowledge retrieval for your OpenClaw agent. Compile 60+ file formats into queryable .aura archives and give your agent a 3-tier memory that survives sessions, compact...

Master relational databases with SQL. Schema design, queries, performance, migrations for PostgreSQL, MySQL, SQLite, SQL Server.

You are an expert in Keycloak, the open-source identity and access management solution by Red Hat. You help teams implement single sign-on (SSO), OAuth 2.0, OpenID Connect, SAML 2.0, user federation (

Use when building, debugging, or evaluating CloudBase PostgreSQL / CloudBase PG / PG mode apps, including Postgres schema setup, queryPgDatabase/managePgDatabase, JS SDK v3 app.rdb() CRUD/RPC, PG HTTP

Provides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Configures HikariCP connection pools, implements read/write splitting, sets up IAM database authentica

Attempt to list and read files from storage buckets to verify access controls.

CRITICAL - Detect exposed PostgreSQL database connection strings in client-side code. Direct DB access is a P0 issue.

Test Supabase Realtime WebSocket channels for unauthorized subscriptions and data exposure.

Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.

Best practices and guidelines for working with Postgres. Covers schema design, indexing strategies, query optimization, migrations, and common pitfalls. Use when writing SQL, designing database schema

Expert knowledge for deploying to Vercel with Next.js

Standardizes development environment setup across machines by generating tool version configs (Node, Python, Ruby), package manager configs (pnpm, Volta, asdf, mise), environment variable templates, a

This skill should be used whenever users need help with resume creation, updating professional profiles, tracking career experiences, managing projects portfolio, or generating tailored resumes for jo

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

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML system

Guide for using Netlify Database — the GA managed Postgres product built into Netlify. Use when a project needs any kind of dynamic, structured, or relational data. Covers provisioning via @netlify/da

Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers bu

Integrate a raw customer agent repo with Veris end to end. Installs or verifies veris-cli, logs in, creates or reuses a Veris environment, analyzes the repo, generates or updates `.veris/veris.yaml`,

MCP Database Server 是一个为AI助手和基于LLM的工具提供安全数据库访问的服务，支持SQLite、PostgreSQL、MySQL和MariaDB，具有查询验证、审计日志和安全控制功能。

Automated heterogeneous database migration skill for KaiwuDB / KWDB via KDTS REST API. Use this skill whenever the user mentions: - heterogeneous migration, cross-database migration, or data migration

基于 Tushare Pro A 股 daily 日线数据生成盘后市场研报的方法论 skill。当用户要求做每日盘面趋势、上证/创业板指数趋势、情绪指数趋势、赚钱效应与上涨主线分析、爆量下跌识别、容量上涨/科创板月线突破/10:30前涨停等特征分组分析、历史某日复盘、基于 daily/daily_basic/涨跌停/指数数据做量化选股观察时，必须优先使用本 skill。本 skill 先生成确定性

SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server

Connector-agnostic Postgres + pgvector memory ingestion and retrieval with incremental cursor history.

Comprehensive server health monitoring showing system stats, top processes, OpenClaw gateway status, and running services. Perfect for quick health checks via Telegram or CLI.

Generate database backup scripts with AI. Use when you need automated backups to S3, GCS, or local storage.

Persistent long term memory for for continuity in ai sessions between providers and codegen tools.

Secure database credential management using MGC Blackbox 1.4.10. Supports MySQL, PostgreSQL, SQLite, MariaDB and other databases. Credentials are stored encrypted; local scripts retrieve them via HTTP

SQL query performance analyzer. Paste any slow query + EXPLAIN ANALYZE output and get an instant diagnosis: which nodes are bottlenecks, why row estimates are off, which indexes to add (B-tree, GIN, p

「在我电脑上明明能跑」——因为少了Docker。帮你写Dockerfile、构建镜像、配置多环境、编排docker-compose，从本地开发到服务器部署一条龙。支持Node.js/Python/Go/Java/前端全栈，覆盖CI/CD集成、安全加固、监控告警，告别环境不一致的噩梦。 触发词：Docker部署、容器化、镜像构建、Dockerfile编写、写Docker、docker-compose

一个提供网络研究和发现功能的综合模型上下文协议（MCP）服务器，包含13种工具用于搜索、爬取和分析网络内容。

The Agent SaaS Factory: Build, Deploy, and Monetize Software Products with Autonomous AI Agents. Complete guide to using AI agents to autonomously build, deploy, and monetize micro-SaaS products: GitH