Skill rating

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

Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well-Architected Framewo

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. N

Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework

Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization.

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering.

Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify cost requirements and constr

Route observability work from the current packet into one monitoring brief. Use when the main job is deciding service-health signals, telemetry rollout, dashboard/alert coverage, pipeline freshness/sc

Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate

Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework. Use this skill to evaluate a worklo

Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a wor

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

Build and operate apps on Firebase using Auth, Firestore, Cloud Functions, and Hosting. Use when building mobile/web backends with managed services, real-time data sync, or serverless APIs.

Store and rotate secrets in AWS Secrets Manager.

Manage Compute Engine instances and instance templates. Configure managed instance groups and preemptible VMs. Use when deploying compute resources on GCP.

Skill for converting an installed Firebase Extension (or extension source) into a standalone Cloud Functions for Firebase codebase or publishable npm package, including V1 to V2 trigger upgrades, life

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. N

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or bu

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. N

Continuously monitor multi-cloud environments (AWS, Azure, GCP) for misconfigurations, compliance violations, and security risks using Prowler, ScoutSuite, AWS Security Hub, Microsoft Defender for Clo

Implements security monitoring using Datadog Cloud SIEM, Cloud Security Management (CSM), and Workload Protection to detect threats, enforce compliance, and respond to security events across cloud and

Deploys and configures Microsoft Defender for Cloud as a CNAPP for Azure, multi-cloud, and hybrid environments: enabling Defender plans for servers, containers, storage, and databases, configuring rec

Guides zero trust implementation across AWS, Azure, and GCP per NIST SP 800-207 and BeyondCorp principles, covering identity-centric access, micro-segmentation, continuous verification, device trust a

Auditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage, service account key proliferation, and cross-project access risks using gcloud CLI, Policy

Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify cost requirements and constraints, and

Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a workload, identify reliability requirements, and provide actio

Generates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, identify security requirements, and provide actio

Use this for a dashboard, metrics page, KPI tracker, scorecard, data visualization or recurring report: a page or scroll story of charts, numbers and tables of data, whatever the data and wherever it

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when generating synthetic user scenarios, evaluating an agent or model, build

Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.). Use when asked to p

Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model training outside Agent Platform, model deployment to e

Diagnose GKE TPU VM instances stuck in Compute Engine repair (REPAIRING state) after host errors, maintenance events, or faulty host reports in single-host, multi-host, dynamic slicing, and TPU All Ca

Monitor Google Cloud Run services and Cloud Functions health, metrics, and logs. Use this skill when the user asks about service health, request counts, latencies, or cloud infrastructure.

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. N

Acts as a Data Boundary Compliance Analyst that maps user compliance queries against Data Boundary Frameworks and cloud controls, validates matched resources, and recommends appropriate Frameworks or

基于 GCP 的多项式几何精校正，输出校正影像与 RMS 误差报告

提供单云架构设计、基础成本估算与优选实践建议，帮助个人开发者规划云架构方案。

AI-powered YouTube comment moderation. Fetches comments, classifies them (spam, question, praise, hate, neutral, constructive), drafts replies, and deletes spam. Works with any YouTube channel via OAu

Google BigQuery (cloud.google.com). Use this skill for ANY Google BigQuery request — reading, creating, updating, and deleting data. Whenever a task involves Google BigQuery, use this skill instead of

Server-Side Request Forgery (SSRF) vulnerability scanner (OWASP A10:2021). Detects URL-fetching sinks in Python/Java/Node.js/PHP/Go/Ruby that accept user-controlled URLs without validation. Flags clou

Read your Google Health data from any agent. Lists data points for every Google Health data type (heart rate, resting heart rate, sleep, steps, distance, weight, blood oxygen, VO2 max, exercise, and m

Google Cloud STS (cloud.google.com). Use this skill for ANY Google Cloud STS request — searching and reading data. Whenever a task involves Google Cloud STS, use this skill instead of calling the API

AI及汽车行业信息扫描收集工具。从指定渠道搜索和收集AI/汽车行业最新动态，整理为结构化Excel表格。覆盖：研发、营销、制造运营、财经人力、AI基础设施、模型能力、智能体开发平台、AI安全。触发：(1)收集AI/汽车行业动态、新闻、资讯 (2)扫描行业信息 (3)整理资料到Excel (4)信息周报/日报

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

Reference document for monopoly tech-matrix.

Documentation and capabilities reference for Daily

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

Google Analytics 4, Search Console, and Indexing API toolkit. Analyze website traffic, page performance, user demographics, real-time visitors, search queries, and SEO metrics. Use when the user asks

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

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