Research

Designs digital experiences for ADHD brains using neuroscience research and UX principles. Expert in reducing cognitive load, time blindness solutions, dopamine-driven engagement, and compassionate design patterns. Activate on 'ADHD design', 'cognitive load', 'accessibility', 'neurodivergent UX', 'time blindness', 'dopamine-driven', 'executive function'. NOT for general accessibility (WCAG only), neurotypical UX design, or simple UI styling without ADHD context.

[DEPRECATED] Persistence logic has been merged into comp-scout-scrape. This skill remains for reference only.

A/Bテストと実験の設計・追跡を支援します。仮説検証、統計分析、メトリクス定義を提供します。データドリブンな意思決定、実験的機能の検証が必要な場合に使用してください。

Filter and classify AI research content for relevance, topic, and author category. Use for bulk triage of raw content before detailed claim extraction.

Research documentation and evidence synthesis framework for MYCURE healthcare products using HIGH/MEDIUM/LOW confidence grading, triangulation methodology, and rigorous citation standards. Auto-activates for research documentation, evidence grading, healthcare systems analysis, user research synthesis, market analysis, competitive research. Includes Philippine healthcare context (LGU health systems, FHISIS, PhilHealth).

Extract structured claims, predictions, hints, and opinions from AI research content. Use when processing tweets, blog posts, substacks, or other content from AI researchers to identify substantive assertions about AI capabilities, limitations, and progress.

Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1), and professional image analysis with custom tooling. Use for image quality assessment, composition analysis, aesthetic scoring, photo critique. Activate on "photo critique", "composition analysis", "image aesthetics", "NIMA", "AVA dataset", "visual quality". NOT for photo editing/retouching (use native-app-designer), generating images (use Stability AI directly), or basic image processing (use clip-aware-embeddings).

Structured code debugging through hypothesis formation and falsification planning. Use when diagnosing bugs, unexpected behaviour, or system failures where the root cause is unclear. Produces a hypothesis document for execution by another agent rather than performing the investigation directly. Triggers on requests to debug issues, diagnose problems, investigate failures, or create debugging plans.

Download and analyze academic papers from arXiv. Use when users want to download a specific paper by ID (e.g., "download paper arxiv:1234.5678") or read/analyze papers they've already downloaded.

Build Gemini Deep Research agents using the Interactions API. Use when creating autonomous research agents, implementing multi-step information gathering, building research report generators, or integrating Gemini's Deep Research capabilities into applications. Handles polling, streaming, file integration, and report synthesis.

Copies an existing landing page (from URL or image) into a specified page in the codebase using Playwright MCP. Iteratively refines the implementation until it matches the reference design and interactions as closely as possible. Use when the user wants to copy/reference/steal an existing landing page/url to replicate in their app

Detects unchecked return values of memory allocation functions like malloc, calloc, and realloc that can lead to null pointer dereferences. Use when analyzing memory allocation, error handling, or investigating null pointer risks.

Four-phase debugging: root cause → patterns → hypothesis → implement. For complex bugs, test failures, multi-component issues. NOT for obvious syntax errors.

Use when user wants to implement a feature, build something new, add functionality, or create a component. Also use for creating new projects, repositories, templates, libraries, or any greenfield development. Triggers on "implement X", "build Y", "add feature Z", "create X", "design a new Y", "build a template for Z", "create a repo/project that does X", "start a new project". NOT for bug fixes (use systematic-debugging instead). Orchestrates the complete workflow from requirements gathering through research, design, planning, and parallel implementation with quality gates and review checkpoints at every phase.

市場調査とトレンド分析を支援します。ペルソナ定義、競合分析、市場規模推定、ニーズ分析を提供します。市場進出判定、顧客理解深化、競合対策が必要な場合に使用してください。

Retrieve official library documentation and API references. Use when the user asks for "docs", "API signature", "usage examples", or "how to use" a specific package.

Orchestrate lightweight parallel internet research (2-4 dimensions). Spawns light-research-researcher workers for each subtopic dimension, coordinates findings, synthesizes final reports. Use for standard research queries with 2-3 distinct angles. Examples - cloud gaming optimization, quantum computing overview, WebRTC performance analysis. Triggers - research, investigate, analyze with multiple aspects.

Creates detailed implementation plan from validated research. Produces task breakdown with dependencies.

Context7 API を利用して外部ライブラリのAPIドキュメントとコードスニペットを検索・取得します。

Aero is an EDN configuration library with reader tag extensions for profiles, environment variables, and references. Use when working with configuration files, environment-specific settings, or when you need explicit, intentful config management in Clojure.