Skill rating

Use when writing or formatting an ADR document using the MADR template, applying Definition of Done (E.C.A.D.R.) criteria, or verifying ADR completeness. Triggers on "write the ADR", "format as MADR",

Diagnose and manage Alibaba Cloud databases through natural language. Use when users need to troubleshoot database performance issues (high CPU, slow queries, abnormal connections, lock waits), check

MANDATORY before any openclaw.json changes. Prevents config breakage via embedded anti-patterns and correct patterns. Use when configuring OpenClaw (bindings, channels, sessions, cron, heartbeat) or t

Query, design, migrate, and optimize SQL databases. Use when working with SQLite, PostgreSQL, or MySQL — schema design, writing queries, creating migrations, indexing, backup/restore, and debugging sl

Writes, reviews, and optimizes SQL queries; designs schemas, indexes, and constraints; plans migrations for any relational database. Use when a query is slow, EXPLAIN shows a sequential scan, or an in

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

Persistent long term memory for for continuity in ai sessions between providers and codegen tools. TRIGGERS - Activate this skill when: - User explicitly mentions "satori", "remember this", "save", "

Use the Fly.io flyctl CLI for deploying and operating apps on Fly.io. Default to read-only diagnostics (status/logs/config/releases). Only perform state-changing operations (deploys, SSH exec, secrets

Migrate Next.js projects from Vercel to Cloudflare Workers with Supabase/Hyperdrive support. Use when user wants to move a Next.js app off Vercel to reduce costs, deploy to Cloudflare Workers, configu

Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP allow

Use when the user wants to deploy a local directory or GitHub repository to Volcengine and needs the project analyzed, the app shape understood, and a ranked recommendation across ECS, VKE, and veFaaS

Persistent memory infrastructure for 24/7 agents. Replaces flat-file memory with a three-layer architecture (Resource → Memory Item → Memory Category) that reduces token costs by 70-90% and enables pr

Generate Ecto migrations from natural language or schema descriptions. Handles tables, columns, indexes, constraints, references, enums, and partitioning. Supports reversible migrations, data migratio

Store and query structured data without planning schemas upfront. Use when you need to remember information, track entities across conversations, build knowledge bases, ingest API data, store user pre

Profile and optimize application performance. Use when diagnosing slow code, measuring CPU/memory usage, generating flame graphs, benchmarking functions, load testing APIs, finding memory leaks, or op

Create and manage InsForge projects using the CLI. Handles authentication, project setup, database management, edge functions, storage, deployments, and secrets. For writing application code with the

Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating indexes, setting up PostgreSQL, configuring EF Core, implementing caching, partitioning t

Inspect ClickHouse databases, review schemas, and run SQL analytics queries via the ClickHouse HTTP API. Use this skill when users want to query analytics data, explore database schemas, or run read-o

Tunes, designs, and operates PostgreSQL: slow queries, indexes, schemas, migrations, vacuum, locks, replication, backups. Use when writing Postgres SQL or psql, designing tables and indexes, reading a

Deploy and manage applications on Railway.app. Use for deploying projects, managing services, viewing logs, setting environment variables, and managing databases. Railway is a modern cloud platform fo

Push decisions to Arbiter Zebu for async human review. Use when you need human input on plans, architectural choices, or approval before proceeding.

Debug running Docker containers and Compose services. Use when inspecting container logs, exec-ing into running containers, diagnosing networking issues, checking resource usage, debugging multi-stage

AI-native data analysis via natural language. Connect Excel, CSV, MySQL, PostgreSQL data sources and query with SQL. Use when: (1) user asks to query, analyze, or explore data ('查询数据', '数据分析', '帮我看下数据

Use when you need to mine a conversation, session transcript, or design discussion for architectural decisions before writing ADRs. Identifies problem-solution pairs, trade-off debates, technology cho

Run safe read-only queries against MySQL or PostgreSQL for data inspection, reporting, and troubleshooting. Use when the user asks to read tables, inspect schema, count rows, sample data, or export qu

This skill should be used when the user asks to "analyze incidents", "troubleshoot production issues", "investigate alerts", "create tickets", "root cause analysis", "check monitoring", or discusses D

AI-powered booking manager that connects to any existing booking system and lets business owners manage appointments through their phone (Telegram, WhatsApp, etc.). Use when: setting up an AI assistan

Analyze slow PostgreSQL queries, interpret EXPLAIN ANALYZE output, identify performance bottlenecks, and recommend indexes, query rewrites, and configuration tuning. Parses query plans to find sequent

Control and use an MCP Toolkit running in Docker. Use when setting up Docker MCP Toolkit (docker compose up/down), checking status/logs, configuring environment variables/secrets, listing available MC

Guide for designing and implementing a PostgreSQL database that fuses PageIndex-style document trees with LightRAG-style entity-relationship anchors. Use this skill when Claude needs to design schemas

Pull startup project data and AI-generated build specifications from CoFounder.im. Use when a user wants to build a project that was validated and planned on CoFounder.im — lists projects, fetches the

Converts user natural language questions into SQL queries based on YAML semantic models; supports MySQL/SQL Server/PostgreSQL/Oracle multi-dialect; ensures queries are interpretable and align with bus

Deep dive into database and messaging system internals — PostgreSQL, MongoDB, Redis, RabbitMQ, Kafka. Covers storage engines, replication, consistency, performance tuning, and operational patterns at

Structured error handling in Golang with samber/oops — error builders, stack traces, error codes, error context, error wrapping, error attributes, user-facing vs developer messages, panic recovery, an

Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes,

Implements agents using Deep Agents. Use when building agents with create_deep_agent, configuring backends, defining subagents, adding middleware, or setting up human-in-the-loop workflows.

Use this skill whenever the user needs backend infrastructure management — creating database tables, running SQL, deploying serverless functions, managing storage buckets, deploying frontend apps, add

Hologres privilege management using PostgreSQL standard authorization model (expert permission model). Use for creating users, granting/revoking Schema/table/column/view privileges, configuring defaul

Query Developer Experience (DX) data via the DX Data MCP server PostgreSQL database. Use this skill when analyzing developer productivity metrics, team performance, PR/code review metrics, deployment

Integrate AI agents with business data via Model Context Protocol. Query ads, analytics, CRM data through normalized interfaces. Use when connecting agents to business systems, enabling data access, o

Scaffold and configure a production-ready SvelteKit PWA with opinionated defaults. Use when: creating a new web application, setting up a SvelteKit project, building a PWA, or when a user asks to "bui

Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or credit card. Supports REST API, CLI, and SDK. Use when users ask for a quick Postgres

Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context pro

SHA-256 prompt deduplication for LLM and TTS calls — hash normalize prompts, check cache before calling APIs, store results for instant replay. Use when making repeated or similar API calls to avoid r

Design high-level software architecture and system structure. Use this skill when the user mentions: architecture, system design, tech stack, draw the structure, design the system, microservices vs mo

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

Install and run Aperture, the L402 Lightning reverse proxy from Lightning Labs. Use when creating L402 paywalls, configuring paid API endpoints, hosting paid content for other agents, or testing L402

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.