Skill rating

Submit URLs to Google for indexing using the Google Indexing API and bulk-submit from sitemaps. Use when a user asks to index pages on Google, submit URLs to Google Search Console, speed up Google ind

Collect and route customer data with Segment — customer data platform (CDP) that sends events to any destination. Use when someone asks to "track user events across tools", "Segment", "customer data p

GitHub supply-chain forensics: recovery, IOCs, reporting.

Use when bulk-managing Terraform modules at scale — upgrading providers across AWS, GCP, Azure, or DigitalOcean repositories, standardizing GitHub Actions workflows, automating semantic releases, runn

Analyze and optimize cloud costs across AWS, Azure, and GCP. Use when evaluating cloud spending, identifying cost optimization opportunities, analyzing cloud bills, rightsizing instances, finding unus

Google BigQuery API integration with managed OAuth. Run SQL queries, manage datasets and tables, and analyze data at scale. Use this skill when users want to query BigQuery data, create or manage 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

High-definition generative speech synthesis using Google Cloud Chirp 3 HD voices. Delivers superior realism, emotional expressiveness, and natural pacing using LLM-based generative audio models. Use

Safely configure Google Vertex AI for a fresh OpenClaw setup using a Google Cloud project, service-account JSON auth, minimal-cost verification, and explicit billing checks to avoid accidental Gemini

Gmail, Calendar, Drive, Docs, Sheets — NO Google Cloud Console required. Just OAuth sign-in. Zero setup complexity vs traditional Google API integrations.

Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.

Conduct comprehensive security assessments of cloud infrastructure across Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP).

Manage Google Calendar, Google Drive, and Google Sheets through MyBrandMetrics-connected Google data sources and the local Google Workspace CLI. Use it to list, create, update, and delete Calendar eve

Expert FinOps (Cloud Financial Operations) guidance for cloud cost optimization, financial management, and business value maximization. Use for cloud cost management, AWS/Azure/GCP billing, cost alloc

Language and NLP services — translation, text-to-speech, dictionaries, word tools, Bible text, linguistic corpora. Use this skill when: 1. Translating text between languages (gcp-translate, premium) 2

Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects,

Manage Google Cloud Platform resources via gcloud CLI. Use for Compute Engine VMs, Cloud Run services, Firebase Hosting, Cloud Storage, and project management. Covers deployment, monitoring, logs, and

Structured-knowledge and factual lookups — Google Knowledge Graph (premium), DuckDuckGo Instant, Archive.org, holidays, geocoders. Use this skill when: 1. Entity lookups: person, place, organisation,

Score and prioritize leads based on firmographic fit and behavioral engagement signals, producing ranked tiers for sales team focus. Use when the user requests lead scoring or provides relevant inputs

Cross-cloud GPU provisioning with NUMA-aligned topology optimization, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in sec

Cross-cloud security posture assessment covering IAM analysis, encryption audit, and public exposure detection across AWS, Azure, and GCP using [AWS]/[Azure]/[GCP] inline labels for provider-specific

Investigate Google Cloud networking issues by analyzing VPC Flow Logs, firewall logs, Cloud NAT logs, threat logs, and networking metrics. Run Connectivity Tests for path diagnostics and use BigQuery

Apply the Google Cloud Well-Architected Framework's Cost Optimization pillar to evaluate workloads and recommend FinOps practices — billing exports, budgets, rightsizing via Active Assist, Spot VMs, C

Finds orphaned, idle, and underutilized cloud resources across AWS, GCP, or Azure accounts. Use when someone needs to audit cloud spending, find unused EBS volumes, stale snapshots, unattached IPs, id

Apply the Google Cloud Well-Architected Framework's Reliability pillar — define user-centric SLOs, eliminate single points of failure with multi-zone/region redundancy, configure horizontal autoscalin

Apply the Google Cloud Well-Architected Framework's Security pillar — security by design, zero trust with IAP and BeyondCorp, shift-left scanning in CI/CD, Binary Authorization, VPC Service Controls,

Google Cloud Vertex AI for enterprise Gemini deployments — production scaling, fine-tuning, and MLOps. Use when deploying Gemini in GCP-native environments, running fine-tuning jobs, needing enterpris

Provision and manage Cloud SQL instances on Google Cloud for MySQL, PostgreSQL, and SQL Server. Configure high availability, read replicas, automated backups, IAM database authentication, the Cloud SQ

Manages cloud infrastructure using Terraform (and OpenTofu). Use when the user wants to write Terraform configurations, provision cloud resources, manage state, create modules, set up multi-environmen

Analyze massive datasets with Google BigQuery. Run SQL queries on petabytes of data, load and stream data in real-time, create materialized views, and use BigQuery ML for machine learning models direc

Provision and manage AlloyDB for PostgreSQL clusters and instances on Google Cloud — a managed, PostgreSQL-compatible database with disaggregated compute/storage, columnar engine, and AlloyDB AI for v

Configure authentication and authorization for Google Cloud — Application Default Credentials (ADC), service account impersonation, Workload Identity Federation for GKE and external clouds, and OIDC I

Assists with defining and managing cloud infrastructure using Pulumi with TypeScript, Python, Go, or C#. Use when provisioning AWS, GCP, Azure, or Kubernetes resources with real programming languages

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.

This skill should be used when the user wants to "set up tracing", "monitor my ADK agent", "configure logging", "add observability", "debug production traffic", or needs guidance on monitoring deploye

Deploy production-grade multi-agent fleets in OpenClaw with battle-tested scripts, cloud deployment templates, and shared memory infrastructure. Use when: (1) Deploying multiple specialized AI agents

Transcribe Telegram voice notes to text before the assistant replies. Use when the user sends a voice message on Telegram (@AadiAssistantbot), or mentions voice note, speech to text, STT, audio to tex

Book search and catalogs — Project Gutenberg (Gutendex) and Open Library. Use this skill when: 1. Searching Project Gutenberg for public-domain texts 2. Looking up Open Library records by title, autho

Cybersecurity assistant for CTF challenges, penetration testing, network recon, vulnerability assessment, and security research. Use when: (1) solving CTF challenges (web, crypto, pwn, forensics, rev,

YouTube Data API v3 analytics toolkit. Analyze YouTube channels, videos, and search results. Use when the user asks to: check YouTube channel stats, analyze video performance, compare channels, search

This skill details how to conduct cloud security audits using Center for Internet Security benchmarks for AWS, Azure, and GCP. It covers interpreting CIS Foundations Benchmark controls, running automa

Collect, organize, and validate evidence for ISO 27001 and SOC 2 audits. API-first approach with CLI commands for major cloud platforms. Produces timestamped, auditor-ready evidence packages.

Deploy, harden, and operate OpenClaw across local and hosted environments (Fly.io, Render, Railway, Hetzner, GCP) with secure defaults, channel setup guidance, integration onboarding, and troubleshoot

Automate Gmail inbox processing - categorizes unread emails, marks marketing/newsletters/promotions as read, and surfaces important emails requiring attention. USE WHEN: User asks to "check my emails

Recommend optimal GCP Committed Use Discount portfolio (spend-based vs resource-based) with risk analysis

Programmatic video creation with React using Remotion. Use when a user asks to create videos with code, generate personalized videos, build animated data visualizations, add TikTok-style captions, ren

ExternalDNS for automatic DNS record management in Kubernetes. Use when the user needs to synchronize Kubernetes Ingress and Service resources with DNS providers like Route 53, CloudDNS, or Cloudflare

Crossplane for infrastructure as code using Kubernetes CRDs. Use when the user needs to provision and manage cloud resources declaratively through Kubernetes APIs, compose custom infrastructure abstra

支持从 AWS、阿里云、GCP、华为云、Azure 向腾讯云迁移的 Landing Zone 全流程客户端。通过远程 MCP Server 自动完成：扫描源云资源(5朵云13种资源)、AI智能填充调研问卷、生成设计文档、生成Terraform代码。当用户提到云迁移、Landing Zone、Terraform、扫描AWS/阿里云/GCP资源、调研问卷、lzcreate时使用。

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or writi