行動開發

Applies a modified Fagan Inspection methodology to systematically resolve persistent bugs and complex issues. Use when multiple previous fix attempts have failed repeatedly, when dealing with intricate system interactions, or when a methodical root cause analysis is needed. Do not use for simple troubleshooting. Triggers after multiple failed debugging attempts on the same complex issue.

Complete CodeRabbit feedback processing workflow - query findings, apply fixes, resolve conversations with multi-account/org support

Install Desktop Commander MCP for desktop automation. Use when user needs file/app/command control.

Write Catskill Crew newsletter content in Michael's voice. Use when writing HAPPENINGS, REPORT, BULLETIN sections or assembling a complete newsletter edition.

Creates Figma variables from design tokens using console scripts, with automatic type mapping and scope assignment. Use when integrating design tokens into Figma, creating variable collections, or automating Figma workflow from token data.

Swift best practices with SwiftUI, iOS development, Swift Concurrency, and server-side Swift for 2025

Set default applications for file types on macOS using utiluti. Use when setting file type associations, changing default apps for extensions, or managing macOS file handlers.

Normalize a single DPP passport input into lab_battery_passport_extended_v1 (happy-path).

Apply Charlie Munger's latticework of mental models to any problem. Use when user requests decision analysis, says "help me think", "apply mental model", mentions model names (inversion, bottlenecks, second-order thinking), or needs structured thinking frameworks.

Operates local Kubernetes clusters with Minikube for development and testing.Use when setting up local K8s, deploying applications locally, or debugging K8s issues.Covers Minikube, kubectl essentials, local image loading, and networking.

⚡ PRIMARY TOOL for semantic code search AND structural analysis. NEW: AST tree navigation with map, symbol, callers, callees, context commands. PageRank ranking. ANTI-PATTERNS: Reading files without mapping, Grep for 'how does X work', Modifying without caller analysis.

iOS/macOS app localization management for Tuist-based projects with .strings files.Use when: (1) Adding new translation keys to modules, (2) Validating .strings files for missing/duplicate keys,(3) Syncing translations across languages, (4) AI-powered translation from English to other locales,(5) Checking placeholder consistency (%@, %d), (6) Generating localization reports,(7) Updating Swift code to use localized strings instead of hardcoded text.

Master mobile development with iOS, Android, React Native, and Flutter. Build cross-platform applications and games for smartphones and tablets.

Comprehensive Claude Code conversation analysis skill for deep-diving into CC session logs.Use when analyzing exported Claude Code conversations to understand: project patterns, error rates,command failures, security risks, session duration, tool usage, and workflow efficiency.Triggers: "analyze conversation", "CC analysis", "conversation analysis", "session review","Claude Code logs", "analyze my sessions", "review CC usage", "conversation insights","what went wrong in my session", "session forensics", "CC forensics"

Create pull requests with an interactive review and approval step. Use this skill when the user asks to create a pull request, open a PR, or submit their changes for review. This skill ensures PR descriptions are reviewed before submission.

Improves image quality (resolution, sharpness, clarity) for screenshots, presentations, and social media. Analyzes specs and applies specific enhancements.

Senior Accountant & Strategic CFO with 20+ years experience in tech sector. Use for tax planning, VAT/sales tax compliance, financial forecasting, contractor assessments, or accounting app logic design. Auto-triggers tax warnings and savings opportunities. Adapts to user's jurisdiction.

Operate and update the Terraform infrastructure in ops/infra, including init/apply flows, formatting, and linting. Use when modifying Cloudflare Pages/R2 resources, updating Terraform state config, or running infra operations.

Apply appropriate type hints for ML/PyTorch code. Use when adding type annotations to ML code or addressing mypy errors.

Transform app ideas into shippable MVPs with speed and focus. Use when: (1) evaluating new app or product ideas, (2) creating PRDs or product specs, (3) scoping features for an MVP, (4) generating starter code or prompts for Claude Code, (5) making product decisions during development, or (6) the user needs help staying focused on shipping rather than over-engineering. Applies product philosophy of shipping fast, validating with real users, and avoiding feature creep.