Content & Media

Use when complex problems require systematic step-by-step reasoning with the ability to revise thoughts, branch into alternative approaches, or dynamically adjust scope. Ideal for multi-stage analysis, design planning, problem decomposition, or tasks with an initially unclear scope.

Tag logs, metrics, and distributed traces with REQ-* keys for production traceability. Enables backward traceability from runtime issues to requirements to intent. Use when deploying code or setting up observability.

Creates PhD-grade expert agents when no suitable agent exists.Produces highly specialized agents with deep domain expertise.

Structures actionable improvement recommendations to transform code from current state to 10/10 quality. Use when creating improvement plans, prioritizing technical debt, building remediation roadmaps, or after code quality assessments.

Perform comprehensive architectural assessments of codebases.Use when asked about: architecture review, system design review, assess the architecture,review the codebase structure, architectural assessment, tech debt assessment,how is this system designed, evaluate the architecture, review project structure.

PostgreSQL + pgvector + PGroonga で GraphRAG を構築。自然言語でプロジェクトを説明すると、最適なEntity/Edge型、スキーマ、クエリパターンを設計・生成。Use when the user mentions "GraphRAG", "knowledge graph", or wants to build RAG with relationships.

Refactor IC10 code for clarity and structure. Use when user wants to reorganize code, apply design patterns, improve naming, or make code more maintainable without changing functionality.

Detects opportunities to apply GoF Design Patterns in Jakarta EE/MicroProfile. Use when reviewing code for structural improvements or implementing creational, structural, or behavioral patterns.

Helps prioritize features and decide what to build next using Impact vs Effort matrix, category prioritization (Retention, Core, Monetization, Growth in order), and stage-based rules. Use when deciding what to build next, evaluating feature requests, prioritizing roadmap items, or challenging feature ideas. Triggers include "what should I build next", "prioritize these features", "is this worth building", "roadmap advice", or any product prioritization questions.

Automates Tauri WebView debugging using official plugins (tauri-plugin-log + screenshots) with process verification, automated screenshots, console logs, and state analysis. Use when debugging Tauri apps, investigating WebView issues, analyzing runtime errors, or troubleshooting UI problems.

Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.

Comprehensive guide for conda-forge recipe development. Handles legacy (meta.yaml)and modern (recipe.yaml) formats, linting, CI troubleshooting, and feedstock maintenance.Enhanced with patterns from real conda-forge feedstocks (2025).USE THIS SKILL WHEN: creating conda recipes, packaging Python/Rust/Go/C++ software,fixing conda-forge build failures, updating feedstocks, migrating to recipe.yaml format,setting up private channels, or troubleshooting conda-forge CI.

Provides specialized knowledge and content creation for Physical AI and Humanoid Robotics topics with focus on accuracy and peer-reviewed sources.

**MANDATORY** Use at the start of EVERY session before any work - establishes Wolf behavioral framework and ensures all required skills are loaded and chained properly

UI component library for Astro lead generation sites. Buttons, forms, cards, badges. Requires design-tokens skill.

Generate comprehensive test suites for Scrapy spiders, pipelines, and middlewares when implementing tests or improving coverage. Creates unit tests, integration tests, and contract tests with proper fixtures and mocking.

Create epistemically honest Source of Truth documents that pass Clarity Gate verification. Use when consolidating research, documenting project state, creating verification baselines, or building authoritative references. Triggers on "create source of truth", "document verified state", "consolidate research", "create verification baseline", "build authoritative reference".

Bridging 2D canvas and 3D spatial rendering in StickerNest. Use when working with coordinate conversion, parallel DOM/WebGL architecture, widget rendering across modes, Html vs pure 3D decisions, or mode-aware components. Covers spatialCoordinates utilities, SpatialCanvas, SpatialWidgetContainer, and XR session detection.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.