Analyzing MOOC data, learning analytics, and online education metrics

STATA code patterns for empirical accounting and finance research

Historical research from primary sources to scholarly analysis

Multi-agent system for automated drug discovery pipelines

Access PMC Open Access articles in BioC format for text mining

Resolve dataset DOIs and query research data metadata via DataCite

Preprint server API for biology and medicine papers

Compare major academic databases and when to use each for research

Citation reference parser using machine learning

Build real-time knowledge graphs for AI agents using Graphiti by Zep

7 ocr & translation skills. Trigger: scanning documents, recognizing formulas, translating academic papers. Design: specialized OCR (LaTeX, handwriting) and translation for scholarly content.

Strategies for translating academic papers while preserving technical accuracy

Translate scientific PDFs with preserved math formatting via PDFMathTranslate

Search and download research datasets from Kaggle, HuggingFace, and repos

Scrape web data ethically and legally for research purposes

Guide to JabRef open-source BibTeX and BibLaTeX reference manager

Guide to Jasminum for retrieving CNKI Chinese academic metadata in Zotero

Compare Zotero, Mendeley, EndNote, and Paperpile for research use

Guide to writing clear and reproducible methodology sections

Adjust writing tone and register for academic audiences and venues

11 paper templates skills. Trigger: starting a new paper, formatting for submission, venue-specific layouts. Design: ready-to-use templates for arXiv preprint, conferences, thesis, and posters.

Guide to creating academic presentations with LaTeX Beamer

Templates and formatting guides for major academic conference submissions

Write SJTU theses using the SJTUThesis LaTeX template with full compliance

>

Tool discovery and shell one-liner reference for sysadmin, DevOps, and security tasks. AUTO-CONSULT this skill when the user is: troubleshooting network issues, debugging processes, analyzing logs, working with SSL/TLS, managing DNS, testing HTTP endpoints, auditing security, working with containers, writing shell scripts, or asks 'what tool should I use for X'. Source: github.com/trimstray/the-book-of-secret-knowledge

Manage Zendesk tickets, users, and support workflows through the Zendesk API. Use when searching tickets, updating support state, checking users, or exporting queue data.

Processes videos to identify engaging moments, generate transcripts, and create highlight clips with artistic titles and custom cover images. Use when user needs to: extract highlights from long videos or livestreams, clip or cut best moments from videos, cut video highlights, process Bilibili/YouTube URLs or local video files, generate transcripts via Whisper, analyze content for engaging moments, create short-form clips with styled titles and covers, adjust cover text position and colors, find and export memorable scenes from recordings, burn subtitles into clips (with optional translation), guide clip selection with user intent, or identify speakers in multi-person conversations.

Designs tests with React Testing Library, MSW, and Playwright E2E. Applies component testing and E2E testing patterns.

Applies Vitest test design and quality standards. Provides coverage requirements and mock usage guides. Use when writing unit tests.

>

> "A true master teaches not by telling, but by refining." - The Skill Sensei

**Test Run:** `{test-run-name}`

Generate high-converting ad copy for Google Ads, Meta (Facebook/Instagram), LinkedIn, and TikTok. Creates multiple variations with A/B testing in mind. Includes headlines, descriptions, CTAs, and platform-specific formats. Use when creating ads, generating ad variations, or A/B testing ad copy.

Plan and execute successful launches for technical products, developer tools, APIs, SDKs, and platforms. This skill provides frameworks, checklists, and templates specifically designed for technical a

Mandatory audit workflow for UI/UX changes that reads current state FIRST, checks for redundancy, respects clean design philosophy, and identifies genuine gaps before implementation. Auto-invoked when user mentions UI, UX, design, layout, homepage, page improvements, visual changes, or interface modifications.

Master requirements gathering, user story writing, acceptance criteria definition, and scope management. Transform insights into clear, actionable specifications.

Use when asked to design a new feature or project

Statistical arbitrage tool for identifying and analyzing pair trading opportunities. Detects cointegrated stock pairs within sectors, analyzes spread behavior, calculates z-scores, and provides entry/exit recommendations for market-neutral strategies. Use when user requests pair trading opportunities, statistical arbitrage screening, mean-reversion strategies, or market-neutral portfolio construction. Supports correlation analysis, cointegration testing, and spread backtesting.

Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1. Prioritizes objective metrics (Put/Call, VIX, margin debt, breadth, IPO data) over subjective impressions. Features strict qualitative adjustment criteria with confirmation bias prevention. Supports practical investment decisions with mandatory data collection and mechanical scoring. Use when user asks about bubble risk, valuation concerns, or profit-taking timing.

Video/audio/image processing with FFmpeg and ImageMagick. Tools: FFmpeg (video/audio), ImageMagick (images). Capabilities: format conversion, encoding (H.264/H.265/VP9/AV1), streaming (HLS/DASH), filters, effects, thumbnails, watermarks, batch processing, hardware acceleration (NVENC/QSV). Actions: convert, encode, resize, crop, compress, extract, merge, stream, transcode media. Keywords: FFmpeg, ImageMagick, video encoding, audio extraction, image resize, thumbnail, watermark, HLS, DASH, H.264, H.265, VP9, AV1, codec, bitrate, framerate, resolution, aspect ratio, filter, overlay, concat, trim, fade, batch processing. Use when: converting video/audio formats, encoding with specific codecs, generating thumbnails, creating streaming manifests, extracting audio from video, batch processing images, adding watermarks, optimizing file sizes.

n8n workflow automation knowledge base. Provides n8n node information, node functionality details, workflow patterns, and configuration examples. Covers triggers, data transformation, data input/output, AI integration, covering 10 nodes. Keywords: n8n, workflow, automation, node, trigger, webhook, http request, database, ai agent.

Content web architecture framework. Use when diagnosing offer doc usage, content-to-conversion pathways, or why someone isn't getting sales despite traffic.

>-

>-

>-

>-

>-

>-