Interactive Knowledge Base search with natural language queries. Searches patterns and bug fixes with relevance ranking, quality scoring, and fuzzy matching for typo tolerance. Helps users find solutions quickly without manual browsing through institutional knowledge.
GigaDevice Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with GigaDevice Flash memory, MCUs, or GigaDeviceHandler.
Scout Mode specialist - handles opportunity discovery, filtering, dataset curation, and playlist/blog/radio discovery for artists.
Vertical Slice Architecture (VSA) 向け UI 強化スキル。 Phase 1（spec-kit + カタログ）で生成されたプレーンな .razor ファイルを、 Phase 2 で MudBlazor ベースのリッチな UI に変換する。 アーキテクチャには一切手を触れず、UI だけを強化する。
Use when creating new skills, improving existing skills, or when a complex repeatable task emerges that lacks documented expertise. Triggers: "create a skill", "we should document this", "make this reusable", working on complex domain-specific tasks without existing skill coverage (Django ORM, Kubernetes, API design, etc.)
Blazor VSA における Boundary パターンのモデリング支援。UI を持つ機能で Entity.CanXxx() メソッドの設計、Intent 定義、BoundaryService の責務分離を 支援する。AI の学習バイアス（古典 DDD は UI を対象外とする）により 忘却されやすい Boundary モデリングを自動的に想起させ、操作可否判定の 業務ロジックを Entity に正しく配置する設計を促す。
Monitors skill effectiveness and improves failures. Use when skills fail or have low success rates.
Look up frequency allocations, band plans, and known stations for radio services (marine, aviation, amateur, broadcast, NOAA weather). Use when finding frequencies to monitor, verifying band allocations, or discovering channels in a frequency range.
First-time setup for vibereps exercise tracker. Use when user wants to install, configure, or set up vibereps for the first time. Guides through exercise selection, hook configuration, and preferences.
SD card storage and data logging on embedded systems. Use when working with embedded-sdmmc, FAT filesystems, SPI SD cards, flight data logging, or the talc allocator.
Find, summarize, and curate developer resources from the Cardano.Build index (https://cardano.build/). Use this when the user asks for Cardano developer starting points, tools, libraries, tutorials, SSI/identity, infrastructure, APIs, or “where do I start” type guidance. Focus on build-related material (not price/markets). Produce concise, categorized results with links and short rationales. Prefer official docs and recent, maintained resources.
Create, manage, scan, update, and clean up git worktrees for parallel development with protected branch safeguards. Use when working on multiple branches simultaneously, isolating experiments, updating protected branches (main/develop), or when user mentions "worktree", "parallel branches", "feature isolation", "branch cleanup", "worktree status", or "update main/develop".
Frontend website debugging toolkit using Chrome DevTools Protocol with Playwright/WebKit fallbacks. Use this skill when: (1) Debugging CSS, HTML, or JavaScript issues on a webpage, (2) Taking screenshots to verify visual changes, (3) Inspecting DOM structure or console errors, (4) Testing responsive layouts, (5) Extracting selectors for automation, (6) Self-debugging frontend work Claude has created, (7) User says "debug this page", "check my site", "why doesn't this look right", or "fix the frontend". Supports Chrome (primary) and Safari/WebKit (via Playwright). Designed for agent-driven debugging loops.
Interactive map tools including swipe comparison, measurement, identify, and routing. Use for layer comparison, distance/area measurement, and navigation services.
Calculates total power consumption and battery life for Arduino/ESP32/RP2040 projects. Use when user asks about battery life, power requirements, current draw, or needs to estimate runtime. Includes sleep mode analysis, power optimization tips, and battery sizing recommendations. Run scripts/calculate_power.py for accurate calculations.
