行動開發

Facilitates creative ideation sessions for mobile and web app features, generating structured ideas with user stories, technical considerations, and implementation suggestions. Use when planning new features, exploring product direction, generating app ideas, feature discovery, product brainstorming, or when user mentions 'brainstorm', 'ideate', 'app ideas', or 'feature suggestions'.

Apply inferred conventions to incomplete notes. Triggers on "apply schema", "add missing fields", "complete notes", "fix frontmatter".

Set up MetaMask wallet extension for Web3 DApp testing - download extension, import wallet from private key. Run at test start if tests/config.yaml has web3.enabled=true.

Universal functions (ufuncs) for vectorization, including reductions, in-place operations, and custom Python-function wrapping. Triggers: ufunc, vectorize, reduce, accumulate, frompyfunc, in-place.

Build and deploy iOS app to connected iPhone via USB. Fast deployment (~8-10 seconds) for development iteration. Use when deploying, installing, or building apps to physical iPhone.

Generate comprehensive Commercial & Industrial (C&I) loan credit memos for banking demos. Interviews bankers, gathers data from Morningstar/S&P/Aiera/LSEG, handles file uploads, tracks citations, and produces standardized credit approval documents. Use when a banker needs to create a credit memo for a C&I loan application.

Automatically applies when implementing monitoring and alerting. Ensures proper metric instrumentation, alerts, SLO/SLI definition, dashboards, and observability patterns.

Database insertion via Prisma for MenFem content. Use when inserting articles, companies, culture picks, events, product reviews, explore features, or exchange listings into the database through conversational propose-approve-insert workflow. Trigger phrases include "insert article", "add to database", "create in prisma", "seed the database", or "populate the site".

Utilize Kantra, a CLI that unifies analysis and transformation capabilities of Konveyor, to analyze the source code of an application for violations.

Playwright testing with autonomous test agents (planner, generator, healer) and visual regression testing

Systematic debugging methodology - scientific approach to finding and fixing bugs using hypothesis testing, isolation, and root cause analysis. Based on the Arcanean principle that understanding precedes execution.

Expert landing page designer skill for creating HIGH-CONVERTING sales pages for product launches. Creates mobile-responsive, award-winning landing pages using proven frameworks (Hero-First, Long-Form Sales Letter, VSL, PLF), color psychology for maximum conversions, and beautiful designs aligned with the best-in-class examples. Use when creating sales pages, landing pages, product launch pages, lead generation pages, or any conversion-focused web page.

Automatically applies when adding logging and observability. Ensures structured logging, OpenTelemetry tracing, LLM-specific metrics (tokens, cost, latency), and proper log correlation.

Automate test writing for AgentOS project with proper conventions. Applies layer-specific test patterns (Unit/E2E/Electron-E2E) based on code location and generates consistent test code following Given-When-Then structure.

Comprehensive workflow for managing Linear issues using the linearis CLI tool. Handles issue creation, status tracking, commenting, and file downloads with clear decision trees for when to ask for approval vs. acting autonomously.

Git workflow patterns for multi-environment deployments with GitHub. Applied automatically for branch management and release workflows.

Standardize formatting and apply consistent style to the deliverable. Use after generation to ensure the output matches the user's formatting standards and conventions.

Start, stop, and manage the Orchestra application and its services.

Apply code hygiene standards for clean, maintainable code. Use when writing, refactoring, or reviewing code.

Complete patterns for deploying applications on Kubernetes: Deployments, Services, ConfigMaps, Secrets, health probes, resource management, and production-ready configurations for any application.