This skill should be used when the user asks to "create implementation plan", "plan the implementation", "detailed plan", "file-by-file plan", or mentions needing a comprehensive…
In-depth Kaggle competition data analysis workflow. Use for exploratory data analysis (EDA), data preprocessing, feature engineering, statistical analysis, and comprehensive…
Scaffold a new notebook experiment directory under notebooks//. Use when starting a new experiment — creates kernel-metadata.json, GitHub Actions workflow, and either a…
Keyword research, find keywords, what keywords should I target, keyword analysis. Covers seed discovery, expansion, intent classification, qualitative difficulty assessment, and…
Research using ONLY knowledge graph semantic search (no file tools, forces KG-first approach)
Create technical implementation plans using Cartographing Kittens research agent swarms for deep codebase understanding.
Compile source material from docs/raw// into a navigable wiki node at docs/research/.md.
Research past work and structure a knowledge work plan. Use when starting strategy docs, campaign plans, content briefs, research synthesis, or operational playbooks.
Research a topic from the last X days on Reddit + X + Web. Specify number of days as first argument.
Use for open-ended analysis, ideation, strategy, learning, research planning, and "outside the box" problem solving.
Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores, keep improvements,…
Generate a detailed implementation plan from research findings. Writes an annotatable plan to plan.md.
Creates a structured annotation note in references/ with sections for research question, data, findings, and relevance. Use when documenting a paper.
6つの検索API（Tavily/SerpAPI/Brave/NewsAPI/Reddit/Perplexity）を統合した最強リサーチシステム。 深層調査から出典付きレポート生成まで自動実行。 Use when: (1) user says「徹底調査」「深層リサーチ」「完全調査」「mega-research」, (2) user needs…
Podejmij zadanie z obecnego sprintu projektu monolynx. Waliduje branch, uruchamia Researchera, dobiera zespol agentow i prowadzi rownolegle prace z obowiazkowym krytykiem.
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README.
Research business domain from company documents and stakeholder interviews. 5 business personas, 3 interview modes. Builds knowledge base for process mapping.
最高精度統合リサーチ。Grok-4 Live Search + Exa(81%/1.4s) + Tavily + Brave + NewsAPI + GIS 31ソース +…
Research topics, manage watchlists, get briefings, query history. Also triggered by 'last30'. Sources: Reddit, X, YouTube, web.
Help prepare academic presentations, slides, and posters following Prof. Bingsheng He's (NUS) guidelines.
Public social channels command center — X/Twitter, LinkedIn, Threads, Bluesky, Mastodon. Routes reads via x-research-skill + x-mcp (or mcp__x-mcp__*), posts via Typefully MCP…
Use when you need to discover Solana programs, read their documentation, list instructions and account types, or get an AI-generated analysis — all via Orquestra MCP only.
Maintains a persistent, folder-based log of all agentic-os experiment runs. Each run writes one dated file to context/experiment-log/ and updates index.md.
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven…
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Design and prototype in Paper Design (app.paper.design) — read/write designs via MCP, convert to React/Tailwind code, import HTML/CSS, sync design tokens.
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper.
DEFAULT poster pipeline — build an academic conference poster (ICML/NeurIPS/ICLR/CVPR/...) as a single HTML/CSS file with measurement-driven hard gates, real paper figures, a…
从 ~/papers/ 论文库中检索已读论文。支持按关键词、tag、作者、年份、最低评分过滤。每条返回一句话核心收获 + 跨论文关联建议。当用户想知道'我之前读过哪些相关的'、'我打过 5 星的 VLA 论文有哪些'、或想在写作中复用过往笔记时使用。
Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify improvements.
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script.
End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report.
Use when user needs academic diagrams, methodology figures, statistical plots, or presentation slides from text descriptions or data files.
Applique les 26 regles de neuropedagogie pour concevoir ou ameliorer un contenu pedagogique. Transforme un contenu informatif en experience d'apprentissage ancree.
Compose Dutch-context personas on-demand from external trait pools and pre-authored coupled archetype bundles.
A specialized skill for generating high-quality, consistent children's bilingual picture books using 'banana nano'.
Scaffold a PyTorch Lightning project for classification, regression, or timeseries research. Triggers on "新建项目", "initialize project", "scaffold", "create PL project".
Invoke the Product Team to review the roadmap, research opportunities, define requirements, and create implementation specs.
Get full paper details for a PubMed article by PMID - title, authors with affiliations, abstract, MeSH terms, keywords, publication types, DOI, and citation info.
Plan new work by creating issues or feature requests from a natural language description. Researches the domain online, analyzes the codebase for context, and decomposes complex…
Diagnose the root cause of a bug, error, crash, or unexpected behavior. Traces through code, logs, services, database state, and git history to find why something is broken.
Draft a structured preregistration document (OSF, AsPredicted, or AEA RCT Registry style) from a research spec or free-form study description.
Pre-Launch Quality Gate für Design- und Kommunikations-Assets. Pretestet jedes Design- oder Kommunikations-Asset bevor es rausgeht: Pitch Decks, Investor-Präsentationen, Landing…
Create a pricing and packaging hypothesis, research plan, and low-risk validation path tied to customer value and unit economics.
Generate a consultant-grade strategic intelligence brief on a company. Long-running (35-120 min) and metered ($0.10-$5).
Search patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\" — from…
Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support ticket — from…
Systematically verify mathematical proofs in statistics/ML theory paper appendices. Use when user says "proof check", "check proofs", "verify proofs", "audit paper", "检查证明",…
Run the proofreading protocol on documents. Checks grammar, typos, overflow, consistency, and academic writing quality for .tex, .qmd, .typ, and .md files.
Senior quant analyst (Math PhD) — reviews analytics pipelines and reports for mathematical correctness, statistical validity, and data quality (Accuracy, Completeness, Uniqueness,…
Formats estimation output as a publication-quality regression table with stars, SEs, and fit statistics. Use when creating a results table.
Deep research before planning. Launches parallel agents to search docs, web, and codebase, then synthesizes findings into actionable context.
Full pipeline: decompose a broad goal into sub-plans, draft each with adversarial review, then execute all of them autonomously via /run-plan. One command, walk away.
Pesquisa etimologia de caracteres chineses consultando 7 fontes acadêmicas (MDBG, chardb/xiaoxue Academia Sinica, hanziyuan, shuowen.org, CantoDict).
Research a batch of companies in parallel using background subagents. Demonstrates the file-based result passing pattern to avoid context overflow.
Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project…
Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution. Use when creating, editing, or validating research files, when user mentions…
類似 DAW / CLAP ホスト / Rust オーディオプロジェクト（clap-host, clap-validator, clack, nih-plug, Meadowlark 等）のソースコードと CLAP / cpal / eframe の公式リファレンスを調査し、 実装方針レポートを出力する。…
Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NP — from…