Research

Create on-brand Canva presentations from an outline or brief. Use when the user asks to create a branded presentation, make an on-brand deck, turn an outline into slides, or generate a presentation from a brief. Input can be text directly in the message, a reference to a Canva doc by name, or a Canva design link (e.g., https://www.canva.com/design/...).

Trace code execution path before implementing fixes. Forces understanding of fn(args, deps) flows, Result types, and workflow composition. Prevents guessing by requiring file:line references and execution diagrams.

Playwright E2E testing patterns with chrome-devtools MCP integration.Reference for integration tests, A11y validation, and visual regression.

Comprehensive workflow for managing Linear issues. Use when creating, grooming, or working on Linear issues. Handles research-driven issue creation, project matching, feature decomposition into parallelizable sub-tasks, and execution with automatic state management. Proactively helps when user mentions Linear tickets or planning work.

Interactive profile setup and management. Use when user wants to view, update, or set up their profile. Auto-triggers on phrases like "min profil", "uppdatera profil", "ändra profil", "profile setup", "inställningar", "preferences".

Generate GenuVerity fact-check reports from structured input (Gemini research output). Use /batch-report to process research into HTML reports. Optimized for token efficiency - expects pre-researched sources.

新技能脚手架与模板生成工具。帮助你在 .claude/skills 下新增技能（SKILL.md + references/）并可选补齐 commands、config.yaml 与文档索引，确保符合统一规范（输出契约/失败策略/合规安全/配置对齐/最小失败输出）。

This skill should be used when translating research insights into actionable brand strategy frameworks. Use this when developing positioning statements, messaging architectures, audience strategies, or voice guidelines based on completed research. This skill provides strategic synthesis workflows, validation frameworks, and strategy document templates for evidence-based brand strategy development.

Create detailed implementation plans through interactive research and iteration. Use this skill when needing to plan a feature, refactor, or bug fix before implementation. The skill orchestrates research agents (codebase-locator, codebase-analyzer, codebase-pattern-finder) to understand the codebase, then works collaboratively with the user to produce comprehensive technical specifications with phased implementation steps and success criteria.

Use an AI agent with full access to a certain external repository to research. Useful when writing code involving a library to get code examples and information. Use when the user suggests to research how to do something with a certain library.

Use when transforming presentations from basic to professional quality - employs parallel multi-agent execution, research-driven design, and McKinsey/BCG/Deloitte best practices to create executive-ready decks

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.

Comprehensive plugin architecture patterns, best practices, templates, and validation guidelines distilled from research sources. Use when: creating new plugins, designing plugin architecture, validating plugin structure, or optimizing token usage. Do NOT use for: general coding tasks, non-plugin development, or debugging existing code.

Use when creating new skills or refactoring existing skills - teaches the progressive disclosure architecture pattern to optimize context window usage by organizing skills into 3 tiers (metadata, entry point, references) and avoiding documentation dumps. Essential before any skill creation or modification work.

Research subject matter, align to educational standards, map prerequisites, and recommend learning theories for curriculum design. Use when starting curriculum development, exploring new topics, or needing standards alignment. Activates on "research this topic", "what standards apply", "curriculum research", or "prerequisite analysis".

Elite AI/ML Senior Engineer with 20+ years experience. Transforms Claude into a world-class AI researcher and engineer capable of building production-grade ML systems, LLMs, transformers, and computer vision solutions. Use when: (1) Building ML/DL models from scratch or fine-tuning, (2) Designing neural network architectures, (3) Implementing LLMs, transformers, attention mechanisms, (4) Computer vision tasks (object detection, segmentation, GANs), (5) NLP tasks (NER, sentiment, embeddings), (6) MLOps and production deployment, (7) Data preprocessing and feature engineering, (8) Model optimization and debugging, (9) Clean code review for ML projects, (10) Choosing optimal libraries and frameworks. Triggers: "ML", "AI", "deep learning", "neural network", "transformer", "LLM", "computer vision", "NLP", "TensorFlow", "PyTorch", "sklearn", "train model", "fine-tune", "embedding", "CNN", "RNN", "LSTM", "attention", "GPT", "BERT", "diffusion", "GAN", "object detection", "segmentation".

Use this whenever a user wants to add a new feature or explitly states to research a feature/API or building a plan for a new feature. It iterviews the user for feature details (if not provided), research the best API/service for their needs, confirm choice, then gather all implementation notes for their request and save them as a .claude/plans file.

This skill should be used when setting up email OTP authentication with JWT sessions, password management, rate limiting, CSRF protection, and audit logging in a Next.js application. Use this skill when implementing a production-ready authentication system that matches the reference implementation pattern with Resend email, Prisma ORM, PostgreSQL, bcrypt password hashing, and jose JWT tokens.

Build React components using @fpkit/acss library patterns. Scaffolds complete component structures (tsx, types, scss, stories, tests), validates CSS variables follow naming conventions (--component-property with rem units), enforces TypeScript patterns, accessibility standards (WCAG 2.1 AA), and Storybook documentation. Use when building new components, generating boilerplate, or refactoring to use fpkit primitives. Includes automation scripts, reference guides, and templates.

Master dialectical methodology - Socratic, Hegelian, and Marxist dialectics. Use for: dialogue, thesis-antithesis-synthesis, contradiction, development. Triggers: 'dialectic', 'dialectical', 'thesis antithesis', 'Aufhebung', 'sublation', 'Socratic', 'Hegelian', 'contradiction', 'synthesis', 'negation', 'development', 'elenchus'.