Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic,…
ACADEMIC PRIORITY: Activate whenever the user's query involves academic, scholarly, or research-related topics — papers, citations, scholars, institutions, venues, patents,…
使用 AMiner 开放平台 API 进行学术数据查询与分析。当用户需要查询学者信息、论文详情、机构数据、期刊内容或专利信息时使用此 skill。 触发场景：提到 AMiner、学术数据查询、查论文/学者/机构/期刊/专利、学术问答搜索、引用分析、科研机构分析、学者画像、论文引用链、期刊投稿分析等。 支持 6…
Copyedit and proofread academic manuscripts for clarity, APA 7th compliance, and production readiness
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings.
Extracts high-value insights from research documents, RCAs, design docs, and memos - filters aggressively to return only actionable information.
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings.
Academic research skill for Biblical Hebrew, Semitic linguistics, cuneiform studies, and comparative Ancient Near Eastern research.
Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card generation.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.
Systematic methodology for eliciting, representing, and operationalizing expert cognitive skills—pattern recognition, situation assessment, mental simulation—from practitioners…
USE FOR: Intelligence analysis methodology — structured analytic techniques (SATs), evidence reasoning, hypothesis generation, cognitive bias mitigation, competitive intelligence,…
Use when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for quantitative work, case selection and process tracing…
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing.
ARIS (Auto-claude-code-research-in-sleep) infrastructure setup and configuration. Configures MCP servers for cross-model adversarial review, installs Python tools, and validates…
Generates structured U.S. art law summaries with Bluebook citations, doctrinal analysis, and stakeholder guidance.
Search, download, and summarize academic papers from arXiv. Use when user says \"search arxiv\", \"download paper\", \"fetch arxiv\", \"arxiv search\", \"get paper pdf\", or wants…
Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an…
Search and retrieve academic papers from arXiv.org using WebFetch and Exa. No MCP server required - uses existing tools to access arXiv API directly.
Fetch and extract full text from arxiv paper HTML pages. Invoke when user asks to read an arxiv paper, analyze a paper's content, or when given an arxiv ID/URL.
Download arXiv LaTeX sources and PDFs into title-based paper folders, keep English source and Chinese source trees separate, maintain a concise glossary while manually translating…
Run a submission-readiness preflight on a manuscript before arXiv upload. Use when the user is preparing an arXiv submission, asks to check a paper before uploading, mentions…
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…
Use when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or…
Use when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for quantitative and demographic work, case selection…
Drive quantitative analysis, factor diagnostics, and reporting for ATFT-GAT-FAN outputs.
Làm việc với AusyncLab voice và Text-to-Speech API để liệt kê voice, gợi ý voice cho creative plan, lưu setting voice ưa thích, sinh audio narration mp3 hoặc wav, và (tùy chọn)…
Verifies legal citations and retrieves source material using the case.dev Legal Research API and CLI.
Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…
Make a demo of a research paper in a marimo notebook fully automatically without extra user input.
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.
Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery. Guides agents through the full experiment lifecycle: understanding re — from…
Autonomous cold email campaign launcher. Takes one target company domain, scrapes their website, generates an ICP with Claude, pulls matching leads via Prospeo, enriches emails +…
Autonomous deep research agent that reads all files in the active directory, performs exhaustive multi-round literature research using web search and Brightdata scraping tools,…
Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch.
Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately.
Karpathy AutoResearch Pattern -- autonome Experiment-Loops die overnight 100 Iterationen ohne menschliches Eingreifen durchfuehren.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets.
Produces structured aviation law summaries with Bluebook citations covering U.S. and international regulatory frameworks, treaties, and case law.
Produces an enforcement-aware Animal Welfare Act compliance audit for USDA/APHIS-regulated facilities. Maps Form 7002 inspection citations to verified 9 C.F.R.
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support — from axolotl-ai-cloud/diff-transformer
Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring…
Use when actively investigating a hypothesis — running a sweep, dispatching multi-agent analysis, designing serial adversarial gates, enriching per-trade data for loss postmortem,…
Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages.
Run repeatable cross-forge repository backup jobs from one config instead of hand-scripting clone and export steps per provider.
Steuere Bambu Lab 3D-Drucker (A1, P1P, X1) über MQTT. Nutze diesen Skill für Druck-Überwachung, Status-Abfragen, Steuerung (Pause/Stopp) und Benachrichtigungen bei Drucke — from…
Create banners using AI image generation. Discuss format/style, generate variations, iterate with user feedback, crop to target ratio.
A biomedical research topic designer that generates progressive experimental subtitles and detailed research outlines based on a given subject.
Designs experiments to minimize and account for batch effects using balanced layouts and blocking strategies.
Using BDD to validate architectural hypotheses in TMNL. Covers H1/H2/H3 hypothesis patterns from testbeds, connecting specs to acceptance criteria, and damage reports for…
BeatLab JSON contract for 16-step (0-15) pianoSequence & drumSequence. Use when generating or editing beats.
Deterministic BeatLab pipeline utilities (validate, render grid, export MIDI/WAV). Use for running scripts instead of reasoning about validation/rendering.
Extracts structured citation data from academic repositories using BeautifulSoup4 with lxml parser. Parses DOI metadata, author affiliations, and reference lists from PubMed,…
Score deep research agents on benchmark tasks using factual verification, report-quality scoring, and process evaluation before model or workflow changes ship.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Use when ready to document findings, generate a report, or summarize binary analysis results. Compiles analysis findings into structured reports - correlates facts from t — from…
Designs genomics experiments so technical nuisance variation (batch, lane, plate, flow cell, operator, reagent lot, processing day) is balanced against the biological variable of…