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Assists with unit and integration testing using Vitest, a Vite-native test runner. Use when writing tests, configuring mocks, setting up coverage, or migrating from Jest. Trigger words: vitest, unit testing, test runner, vi.fn, vi.mock, test coverage...
Framework for Product-Led Growth in the AI agent era. The new PLG funnel is agent query → documentation scan → feature match → recommendation.
Deploy and query Databricks Model Serving endpoints. Use when (1) deploying MLflow models or AI agents to endpoints, (2) creating ChatAgent/ResponsesAgent agents, (3) integrating UC Functions or Vector Search tools, (4) querying deployed endpoints, (...
X/Twitter CLI for reading, searching, posting, and engagement via cookies.
Implements PAYUNi transaction query functionality using Query API. Use when building order status checking, transaction verification, or payment confirmation features for 統一金流.
Implements PAYUNi webhook handling including signature verification, replay attack prevention, and payment status updates. Use when building payment notification endpoints for 統一金流.
Analyze digital and analog captures from Saleae Logic MSO devices. Decode protocols like UART, SPI, I2C from exported binary files. Use when analyzing logic analyzer captures for CTF challenges, hardware reverse engineering, or protocol decoding.
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and p...
Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.
Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY code review findings.
Set up a continuous integration and continuous delivery (CI/CD) pipeline for a software project, automating builds, tests, and deployments across environments.
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.
Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions, questioning dogma, or adapting approaches to specific project needs.
Implementation planning activity skill for PAW workflow. Creates phased implementation plans with clear success criteria, documentation phase planning, and strategic architectural descriptions.
Provide structured code review guidance for catching defects and improving quality. This skill should be used when the user asks to 'review this code', 'check for issues', 'PR review', 'code quality check', or wants systematic code evaluation. Keywor...
Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualizat...
Configure security information and event management (SIEM) systems for threat detection, log aggregation, and compliance. Use when implementing centralized security logging, writing detection rules, or meeting audit requirements across cloud and on-p...
Design cloud network architectures with VPC patterns, subnet strategies, zero trust principles, and hybrid connectivity. Use when planning VPC topology, implementing multi-cloud networking, or establishing secure network segmentation for cloud worklo...
Design comprehensive security architectures using defense-in-depth, zero trust principles, threat modeling (STRIDE, PASTA), and control frameworks (NIST CSF, CIS Controls, ISO 27001). Use when designing security for new systems, auditing existing arc...
Implements navigation patterns and routing for both frontend (React/TS) and backend (Python) including menus, tabs, breadcrumbs, client-side routing, and server-side route configuration. Use when building navigation systems or setting up routing.
Build distributed messaging systems with NATS — pub/sub, request/reply, JetStream persistent messaging, and key-value store. Use when someone asks to "set up message queue", "pub/sub system", "event-driven architecture", "NATS messaging", "distribute...
Generate release notes and changelogs from git commits, feature lists, or project updates. Use when a user asks to generate a changelog, create release notes, summarize recent changes, draft a CHANGELOG entry, or prepare release documentation from gi...
Implementation review activity skill for PAW workflow. Reviews implementation for quality, adds documentation, and returns structured verdict.
Browse and retrieve (B2C/SFCC/Demandware) SCAPI OpenAPI schemas with the b2c cli. Use when exploring available SCAPI endpoints, checking API request/response formats, understanding SCAPI data models, or finding the right API for a task.
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