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Set up Playwright, a browser testing tool, for an existing web project. Generate configuration, test folders, an example test, and applicable CI automation, then run the test and address setup failures.
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Turn an OpenAPI specification into starter code for an MCP server, which connects AI agents to API tools. Support Python or TypeScript implementations, validate tool definitions, and plan changes that preserve compatibility.
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Build and review Kubernetes Operators, controllers that keep custom resources in their desired state. Included tools check resource definitions and Go reconciliation code, then assess operational capabilities and suggest improvements.
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Assess detected security events by checking false positives, assigning incident types and severity levels, and identifying escalation routes. Guide initial response and forensic evidence collection, including records of who collected, held, and transferred each evidence item.
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Organize responses to service outages and degraded performance, from initial assessment through recovery review. Classify severity, reconstruct event timelines, draft stakeholder updates, and create response guides and follow-up actions based on incident findings.
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Scan API route definitions and generate test files for authentication, input validation, error responses, pagination, uploads, and rate limits. Supports Next.js App Router, Express, FastAPI, and Django REST, with Node and Python test outputs.
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Scope a Claude Managed Agent through six questions about its job, trigger, inputs, actions, success criteria, and recurrence. Produce a validated build sheet with configuration components, deferred features, and an evaluation plan, without requiring an API key.
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Build, extend, or review Python FastMCP servers using documentation for the installed version. Design operations that agents can discover and use, then check input definitions, results, error handling, and representative agent workflows.
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Map the customer experience from discovering a product to recommending it. Create a table of interactions, actions, emotions, and pain points at each stage, then prioritize improvements to sign-up, initial use, and continued engagement.
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Explore features for a new product through product management, design, and engineering perspectives. Generate five ideas from each viewpoint, then select five priorities with reasoning and assumptions to test before developing the concept further.
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Create an OpenCode plugin for OpenWork with custom tools and hooks, which run code at specific events. The skill builds the plugin file and adds its entry to the project configuration.
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Build Telegram bots, Mini Apps that run inside Telegram, and custom clients using implementation examples. The guide covers message handling, interactive buttons, payments, authentication, storage, and receiving updates through webhooks or long polling.
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Adapt Airflow workflow definitions for newer versions in Google Cloud's managed service. The skill guides checks for incompatible code and dependencies, explains required changes, and supports requested deployment and verification for Airflow 2.11.1 or Airflow 3.
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Investigate crashes, out-of-memory errors, and device initialization failures on GKE TPU v6e nodes. The skill checks logs and custom metrics collection for conflicting operations, then guides temporary mitigation by disabling an identified collector.
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Migrate an existing Android app from the legacy Google Mobile Ads SDK to GMA Next-Gen SDK. The skill maps dependencies, imports, classes, and methods, and guides changes to initialization, ad callbacks, and UI thread handling.
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Integrate the Google Mobile Ads SDK into an Android, iOS, or Unity app for AdMob or Ad Manager. Follow platform-specific steps to add dependencies, set the application identifier, initialize the SDK, and verify the integration.
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Turn Cloud Monitoring metric definitions and resource filters into validated PromQL queries, a language for querying monitoring data. Choose suitable aggregation functions, preserve supplied resource names, and format queries for use in Cloud Monitoring.
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Create and audit the files and routines that guide coding agents across sessions. It organizes instructions, progress tracking, verification, scope boundaries, and handoffs, with scripts for setup, structural checks, and shareable assessment reports.
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Improve code, prompts, skills, or agent definitions through repeated changes and evaluation. Measure numerical targets such as latency or size, or use an LLM to judge pass-or-fail criteria, keeping changes that improve the result.
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Review content for citation in AI search answers. Use checklists covering clear definitions, sourced data, author information, FAQs, and structured data, then plan how to monitor citations, brand mentions, and AI-referred traffic.
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Add and configure an inspection panel for Vue json-render apps. This skill guides setup and troubleshooting so you can inspect UI definitions, edit state, review action and stream timelines, browse catalogs, and select page elements.
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Set up an inspection panel in React json-render apps to examine UI definitions, edit state, and review action and stream timelines. The skill also covers opening or toggling the panel and recording events from React code.
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Build json-render interfaces with 36 ready-made UI components, including forms, tables, and navigation. This skill guides component selection, connects definitions to React implementations, and explains custom components and input validation.
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Turn JSON layout definitions into SVG or PNG images with Satori. Use this skill to create social sharing previews and cards, assemble standard layout and text components, or define custom components for image specifications.
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