論文

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions | バグ、テスト失敗、予期しない動作に遭遇した際、修正を提案する前に使用 - 4フェーズフレームワーク（根本原因調査、パターン分析、仮説検証、実装）により、解決策を試す前に理解を確保

Marina Moscone competitor-dossier skill. Guides structured competitor research for the MM minisite: prices, lookbooks, e‑comm visuals, press/story arcs, and positioning synthesis. Use when running /mm-comps or doing MM competitor work.

"How do I deliver maximum value with minimum cost?" - The capability of finding optimal paths to insight. Not restriction, but excellence at efficiency. Use when (1) spawning as opus-distillatus agent for focused synthesis, (2) token budget matters and quality cannot suffer, (3) working on tasks where the process itself is valuable and will be examined, (4) combining multiple sources into crystallized insight. This is an IDENTITY skill - it describes what you're excellent at, not what you can't do. Trust your judgment to find where tokens create value.

This skill should be used when the user asks to "debug notebook", "inspect notebook outputs", "find notebook error", "read traceback from ipynb", "why did notebook fail", or needs to understand runtime errors in executed Jupyter notebooks from any source (marimo, jupytext, papermill).

技術サイトから特定の技術に関する記事・動画・スライド・論文を抽出・分析します。Qiita、Zenn、Stack Overflow、GitHub、Dev.to、Medium、YouTube、arXiv等50以上のソースから最新記事を検索・フィルタリングし、トレンド分析やキャッチアップに活用できます。

Troubleshoot and manage GCP e2-micro VM running eth-realtime-collector. Use when VM service is down, systemd failures occur, real-time data stream stops, or VM network issues arise. Keywords systemd, journalctl, eth-collector, gcloud compute.

Guide selection and interpretation of statistical hypothesis tests. Use when: (1) Choosing appropriate test for research data, (2) Checking assumptions before analysis, (3) Interpreting test results correctly, (4) Reporting statistical findings, (5) Troubleshooting assumption violations.

Generate comprehensive Product Requirements Documents for web and mobile apps using lean startup methodology. Perfect for solo entrepreneurs and new product concepts. Creates hypothesis-driven PRDs with MVP focus, user stories, and technical specifications. Exports to multiple formats including Markdown, HTML, and DOCX. Use when planning new products, defining MVPs, or documenting product vision for AI coding assistants.

Transforms an academic paper into deep, multi-layered understanding. Use when asked to explain a paper, break down a research paper, understand an arXiv paper, or build intuition for a technical concept from a paper. Generates explanations at multiple levels plus visual intuition diagrams.

CLI tool for OpenAI text-to-speech synthesis

Extracts and assesses research methodology, claims, evidence, and infrastructure from research papers in HASS disciplines. Evaluates transparency, reproducibility, and credibility through systematic extraction (eight-pass workflow, Pass 0-7) and credibility assessment (research approach classification, quality gating, and repliCATS Seven Signals evaluation adapted for HASS).

Process multiple content items from a batch list file. Use when the user wants to analyze multiple videos, articles, or papers at once, mentions batch processing, or has a list of items to process.

Scientific plotting with Prismatica - Prism-inspired Matplotlib styling toolkit for publication-ready figures. Use this skill for creating professional, publication-grade plots with consistent styling.

Write scientific manuscripts with proper structure (IMRAD), citations (APA/AMA/Vancouver), figures/tables, and reporting guidelines (CONSORT/STROBE/PRISMA). Use when drafting any manuscript section, improving writing clarity, or preparing for journal submission.

Handles the publication workflow for AndesRC blog articles. Creates markdown files, triggers builds, submits to Google Search Console, and initiates promotion. Use as the final step in the content pipeline.

Combine findings from parallel intelligence gathering into unified execution plan. Synthesize predictions, web research, deep strategy, and environment observations into optimal approach. Use when multiple intelligence sources need integration before execution.

Generate evidence-backed stakeholder personas from research data using structured frameworks (Vianeo, Jobs-to-be-Done, empathy mapping). Supports partners, innovators, stakeholders, and beneficiaries with dual outputs for strategy and platform entry. Use PROACTIVELY for validation projects, partnership development, and user research synthesis. (project)

Use Gemini AI for research, analysis, summarization, web search, and complex reasoning. Use when you need AI-powered research, code analysis, content summarization, or web search with synthesis.

Automatically convert arXiv papers to well-structured Markdown documentation. Invoke with an arXiv ID to fetch materials (LaTeX source or PDF), convert to Markdown, and generate implementation-ready reference documentation with preserved mathematics and section structure.