全部能力

Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to…

Synthesize user feedback from multiple channels and identify patterns to inform product decisions. Use when analyzing feedback, prioritizing feature requests,…

Perform bulk code refactoring operations like renaming variables/functions across files, replacing patterns, and updating API calls. Use when users request…

Audits manual test evidence quality: reproducibility, fail-fast behavior, expected evidence/golden files, idempotency, and documentation. Use when auditing…

MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing

Analyze LinkedIn profiles in target accounts to identify potential internal champions. Evaluates role, career path, mutual connections, interests, and suggests…

Cover Stimulus controller fundamentals: lifecycle hooks, values and valueChanged callbacks, targets and target callbacks, outlets, action parameters, keyboard events, and controller architecture patterns. Prefer this skill when the request is primarily about Stimulus APIs and controller design independent of a specific Hotwire domain. Use hwc-forms-validation for form-specific workflows, hwc-navigation-content for Turbo navigation concerns, hwc-realtime-streaming for Turbo Streams/WebSocket patterns, hwc-media-content for media integrations, and hwc-ux-feedback for loading/progress/transition UX patterns.

Official document writing assistant for Chinese government documents based on GB/T 9704-2012 standard. Triggers when: Writing Chinese official documents (公文), formatting documents according to national standards, reviewing document compliance, or creating notices, reports, requests, replies, letters, or minutes. Commands: - /gongwen notice <topic> - Write a notice (通知) - /gongwen report <topic> - Write a report (报告) - /gongwen request <topic> - Write a request (请示) - /gongwen reply <topic> - Write a reply (批复) - /gongwen letter <topic> - Write a letter (函) - /gongwen minutes <topic> - Write meeting minutes (纪要) - /gongwen check <document> - Check document compliance - /gongwen format - Show formatting rules Capabilities: 15 document types support, GB/T 9704-2012 compliance, hierarchy numbering rules, font and layout specifications, document structure templates

Evaluate investment performance on a risk-adjusted basis using industry-standard ratios and capture analysis. Use when the user asks about Sharpe ratio,…

Use when building micro-interactions between 100-200ms - tooltips appearing, dropdown opens, small feedback animations that feel quick but perceptible

Automatic graph layout using dagre with React Flow (@xyflow/react). Use when implementing auto-layout, hierarchical layouts, tree structures, or arranging…

Use when the user wants to automate WeChat mini-program upload, preview, or npm packaging via CI/CD, generate deployment scripts, set up miniprogram-ci…

Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-specific…

Implements Syncfusion DataManager for local/remote binding, CRUD, querying, caching, and middleware. Supports JsonAdaptor, ODataAdaptor, ODataV4Adaptor,…

Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing…

Use this skill when the user asks to review their local git changes, staged or unstaged diffs, or wants a code review before committing. Triggers on "review my changes", "review staged", "review my diff", "check my code", "code review local changes", "review unstaged", "review before commit".

Effect-TS (Effect) guidance for TypeScript. Use when building, refactoring, reviewing, or explaining Effect code, especially for: typed error modeling…

Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation…

Perform language and framework specific security best-practice reviews and suggest improvements. Use when the user explicitly requests security best practices…

Use when animating form fields, inputs, textareas, selects, or interactive form elements to improve usability and feedback