Psychometrics and educational assessment design for researchers

Quantitative and qualitative research methods for education studies

Analyzing MOOC data, learning analytics, and online education metrics

Deep financial research with the FinSight multi-agent system

Financial risk modeling including VaR, stress testing, and credit risk

STATA code patterns for empirical accounting and finance research

Satellite imagery analysis and remote sensing for earth science research

Applied ethics research methods and major ethical frameworks

Historical research from primary sources to scholarly analysis

Clinical pharmacology principles for dosing, drug interactions, and patient s...

Multi-agent system for automated drug discovery pipelines

Astronomical data processing with Astropy, FITS files, and sky surveys

Find, access, and cite conference papers and proceedings effectively

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

9 grants & funding skills. Trigger: grant applications, funding search, budget planning, data repositories. Design: funder-specific guides with eligibility, submission requirements, and timelines.

9 diagrams & visuals skills. Trigger: creating diagrams, flowcharts, architecture visuals, LaTeX drawings. Design: tool-specific guides (Mermaid, Excalidraw, TikZ) with academic conventions.

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

Academic translation, post-editing, and Chinglish correction guide

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

Strip predictable AI patterns from writing. Make prose sound like a specific human wrote it, not like a language model generated it.

<!-- Generated by scripts/generate_ai_collab_docs.py. Edit metadata in that script. -->

'Implement a new Packmind AI agent rendering/deployer pipeline (single-file or multi-file) with type and registry wiring, frontend UI/docs updates, and thorough unit/integration tests to reliably support additional coding assistants and distribution formats when introducing a new agent integration or render mode.'

Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.

You are tasked with fixing Dependabot security alerts for this repository. Follow these steps carefully to resolve vulnerabilities while minimizing risk.

Gemini CLI delegation workflow implementing delegation-core for Google's

'Cross-plugin testing quality metrics, coverage thresholds, and anti-patterns'

'Retrospective evaluation and improvement of skills, agents, commands, and hooks'

Record browser sessions using Playwright for web UI tutorials, converts

Provides Playwright test patterns for resilient locators, Page Object Models, fixtures, web-first assertions, and network mocking. Must use when writing or modifying Playwright tests (.spec.ts, .test.ts files with @playwright/test imports).

Provides TypeScript patterns for type-first development, making illegal states unrepresentable, exhaustive handling, and runtime validation. Must use when reading or writing TypeScript/JavaScript files.

Fetches web content with intelligent content extraction, converting HTML to clean markdown. Use for documentation, articles, and reference pages http/https URLs.

pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.

Run project commands with just. Check for justfile in project root, list available tasks, execute common operations like test, build, lint. Triggers on: run tests, build project, list tasks, check available commands, run script, project commands.