Papers

Track active artifacts in paper/poster projects. Use when creating figures, scripts, or reports to prevent iteration bloat and maintain a clear record of what's current vs. deprecated.

Synthesize subsystem catalogs and architecture diagrams into comprehensive, navigable architecture reports - codifies synthesis strategies and professional documentation patterns

Complete workflow for creating blog posts - from research to publication-ready draft. Handles research generation, draft creation, and style review. Use with "/blog-post <topic>" or "/blog-post --from-research <path>".

Use this skill to migrate existing projects to the SynthesisFlow structure. It uses an AI-powered analysis to intelligently discover, categorize, and migrate documentation, generate rich frontmatter, and preserve git history.

Transform ambiguous requirements into precise specifications. Use before any non-trivial implementation.

下書きしたブログ記事の質を向上させるためのレビューアシスタント。オリジナリティ（著者固有の視点・思考プロセス）、構成の読みやすさ、事実の正確性、炎上リスク、共有価値などの観点から定量的にレビューし、具体的な良い点と改善点を指摘します。さらに、よりよい修正案も具体的に提示します。記事の下書きが完成したら、公開前に必ずこのスキルを使用してレビューしてください。レビュー完了後、問題が解決されたら、publication-preparation-assistantスキルを使用して公開準備を進めることを推奨します。

Multi-agent debate with 3-phase workflow (Individual → Discussion → Synthesis)

Эксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing.

Chaos experiment design methodology. Hypothesis formation, success criteria definition, blast radius control, validation patterns, and SLI monitoring for effective chaos engineering.

Validate images against tacosdedatos illustration style guide. Use this skill when reviewing generated images, checking uploaded images for brand consistency, providing quality feedback on visual assets, or deciding if an image is ready for publication. Returns pass/fail with specific actionable feedback.

Analyze therapy session transcripts or journal entries. Identifies cognitive patterns, emotional themes, and tracks progress over time. Automatically references recent analyses for context. Use for session analysis, journal reflection analysis, or pattern identification.

Synthesize claims across multiple sources to identify consensus, disagreements, and emerging narratives on AI research topics. Use when you have claims from both lab researchers and critics on the same topic and need to understand where they agree, disagree, and what the overall hype level is.

Describes the structure of the Food Journal database that allows to store and read food journal entries

Filter, validate and organize literature search results.LOAD THIS SKILL WHEN: User has search results and needs to "過濾", "篩選", "filter", "選擇文獻" | reviewing search results | narrowing down papers.CAPABILITIES: Relevance filtering, duplicate detection, inclusion/exclusion criteria, Zotero integration.

Generate comprehensive Enterprise AI Product White Papers using existing product documentation from Google Drive as source material. Use when users request "create a product white paper", "generate a white paper for [product]", or similar requests for enterprise-grade product documentation for SaaS, hardware, or service offerings.

Read local PDFs to extract and verify exact numbers (counts, percentages, tables, figure captions) for papers/questions in this repository. Use this when asked to “read a PDF”, “extract results from the paper”, “verify a statistic”, or “find the exact wording in the paper”.

State-of-the-art debugging agent with hypothesis-driven analysis, automatic code instrumentation, git worktree isolation, and browser automation. Use when debugging errors, stack traces, unexpected behavior, performance issues, failed tests, race conditions, or hard-to-reproduce bugs.

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

This skill should be used when the user asks to "write a law review article", "draft a legal paper", "edit legal writing", "review my legal article", "write for a journal", "format footnotes", or needs guidance on academic legal writing. Based on Volokh's "Academic Legal Writing" with law-review-specific structure and evidence handling.

Generate rich visualizations for fractal horn design. Use when rendering 3D geometry,creating acoustic plots, animating simulations, building dashboards, or producingpublication-quality figures. Central visualization hub for all SFH-OS agents.