Technical Writing

Guide for writing Go tests following this project's patterns including httptest, test organization, and coverage requirements.

Create professional Tencent Cloud themed presentations from markdown content. Use when users request: (1) Creating presentations with Tencent Cloud branding, (2) Converting markdown documents to PowerPoint slides, (3) Generating slides with automatic content structuring, (4) Creating bilingual (Chinese/English) technical presentations, (5) Adding AI-generated images to presentation slides. Keywords to watch: 腾讯云, Tencent Cloud, markdown to PPT, presentation generation, slides with images.

Creates and manages Jira work items via acli CLI. Use when creating Jira issues, updating tasks, transitioning statuses, adding comments, or querying JQL. For Confluence operations, use managing-confluence instead.

Generate README.md, build.sh, and GitHub release workflows for WordPress plugins. Activate when creating release infrastructure for a WordPress plugin, setting up distribution packaging, or creating GitHub Actions workflows for plugin releases. Works with any WordPress plugin structure.

Use this when writing or updating docs/ content, UX specs, or cross-linking guides in markdowntown.

Set up GPU sandboxes for interpretability research. Use when writing setup.py scripts with Sandbox, SandboxConfig, ModelConfig, or create_notebook_session. Provides the exact API for Modal GPU environments - MUST read before writing any sandbox setup code.

This skill should be used when users request research on technical topics, technology trends, industry developments, or any subject requiring web search, source analysis, and structured documentation. It provides a systematic workflow for gathering information from multiple web sources, synthesizing findings into a comprehensive summary, and saving results to a local file.

Develops and documents UI components in isolation with Storybook's interactive workshop environment. Use when building component libraries, documenting design systems, or when user mentions Storybook, component documentation, or UI development.

Use when writing Rails models - enforces state-as-records not booleans, concerns as adjectives namespaced under model, invocation ordering, and private indentation

Expert shell scripting and DevOps automation. Use when writing new shell scripts, debugging existing scripts, implementing CI/CD pipelines, or creating automation tooling. Produces robust, portable, production-grade shell scripts.

Guides test creation for Polibase following strict testing standards. Activates when writing tests or creating test files. Enforces external service mocking (no real API calls), async/await patterns, test independence, and proper use of pytest-asyncio to prevent CI failures and API costs.

Optimize page content for target keywords. Use per page after building to integrate keywords naturally into headings, text, and i18n files. Reads docs/seo-analysis.md for keyword targets. Triggers on "optimize content for SEO", "keyword optimization", "SEO text", "integrate keywords".

Test n8n nodes using Jest, nock for HTTP mocking, and local testing workflows with npm link. Use this skill when writing test files in __tests__ folders, mocking HTTP requests with nock, creating mock IExecuteFunctions contexts, testing helper functions, setting up golden file tests, running the linter before publishing, or locally testing nodes in the n8n UI. Apply when organizing test files, mocking external APIs, validating node execution output, or following the pre-publish checklist.

Validate markdown content quality, check links, verify images, ensure accessibility. Use when checking blog post quality, validating markdown syntax, checking for broken links, verifying image paths and alt text, or ensuring content standards compliance.

Implement secure, consistent input validation on both client and server sides. Use this skill when validating form inputs, API request bodies, or user-provided data. When sanitizing input to prevent injection attacks (SQL, XSS, command injection). When writing allowlist-based validation, type checking, or business rule validation. When providing field-specific error messages to users.

This skill transfers focus tasks from the daily "@Today" note in Notion to Todoist. It should be used when the user wants to sync their daily focus tasks, import today's tasks from Notion, or create Todoist tasks from their daily planning note. Trigger phrases include "sync my focus tasks", "import today's tasks", "create tasks from my daily note", or "todays focus tasks".

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.

Use when understanding external libraries, frameworks, or dependencies - provides workflows for finding and reading official documentation via Context7 instead of web search or source code reading

Best practices for writing Python tests - use when creating or improving test coverage

Expert in modern code design standards including SOLID principles, Clean Code patterns (KISS, YAGNI, DRY, TDA), design patterns, and pragmatic software design. **ALWAYS use when designing ANY classes/modules, implementing features, fixing bugs, refactoring code, or writing functions. ** Use proactively to ensure proper design, separation of concerns, simplicity, and maintainability. Triggers - "create class", "design module", "implement feature", "refactor code", "fix bug", "is this too complex", "apply SOLID", "keep it simple", "avoid over-engineering", writing any code.