Find the Right AI Skill for Any Job

Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

fitness plan

Exercise science and training reference — progressive overload, ACSM guidelines, rep ranges, training splits, injury prevention, and 1RM estimation formulas

mood

Mood and emotional wellness reference — mood science, regulation strategies, journaling techniques, emotional literacy. Use when understanding emotional patterns, designing mood tracking systems, or i

ml roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and machine learning roadmap, python, data, data-science.

Resci Retention Science

Retention Science integration. Manage data, records, and automate workflows. Use when the user wants to interact with Retention Science data.

Nature and science AI news

Fetch and summarize the latest AI-related articles from Nature's RSS feed and the top 7 AI news from New Scientist Technology. Use when the user asks for Nat...

Arxiv (Dify)

A powerful Dify plugin for searching and retrieving scientific papers from the ArXiv repository. This plugin enables seamless integration of academic research capabilities into your AI applications. ArXiv is a free distribution service and open-access archive for scholarly articles in physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical enginee

Learn Cog

AI tutor and homework help powered by CellCog. Tutoring, study guides, exam prep, coding tutorials, language learning, math help, science explanations, pract...

Run Coach

Science-based running coach with HD visual training plans and Garmin sync. For all runners — from 5K fitness to marathon.

Signal Sciences

Signal Sciences integration. Manage data, records, and automate workflows. Use when the user wants to interact with Signal Sciences data.

Reward Sciences

Reward Sciences integration. Manage Persons, Organizations, Deals, Leads, Projects, Activities and more. Use when the user wants to interact with Reward Scie...

pyqtgraph

Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.

ultraplot

Matplotlib wrapper for publication-ready scientific figures with minimal code. Includes advanced subplot management, panel layouts, and batteries-included geoscience plotting.

sleep-health-assistant

Provides local, science-based analysis of sleep and stress with personalized guidance in relaxation, breathing, mindfulness, and wellness habits.

a very short history of #datascience

_The story of how data scientists became sexy is mostly the story of the coupling of the mature discipline of statistics with a very young one--computer science. The term “Data Science” has emerged only recently to specifically designate a new profession that is expected to make sense of the vast stores of big data. But making sense of data has a long history and has been discussed by scientists, statisticians, librarians, computer scientists and others for years. The following timeline traces the evolution of the term “Data Science” and its use, attempts to define it, and related terms._

Citizen Science

For community-based and non-institutional scientists.

Prodmodel

Build tool for data science pipelines.

What is Data Science @ O'reilly

_Data scientists combine entrepreneurship with patience, the willingness to build data products incrementally, the ability to explore, and the ability to iterate over a solution. They are inherently interdisciplinary. They can tackle all aspects of a problem, from initial data collection and data conditioning to drawing conclusions. They can think outside the box to come up with new ways to view the problem, or to work with very broadly defined problems: “here’s a lot of data, what can you make from it?”_

The sexiest job of 21st century

_Data scientists today are akin to Wall Street “quants” of the 1980s and 1990s. In those days people with backgrounds in physics and math streamed to investment banks and hedge funds, where they could devise entirely new algorithms and data strategies. Then a variety of universities developed master’s programs in financial engineering, which churned out a second generation of talent that was more accessible to mainstream firms. The pattern was repeated later in the 1990s with search engineers, whose rarefied skills soon came to be taught in computer science programs._

Software Development Resources for Data Scientists

_Data scientists concentrate on making sense of data through exploratory analysis, statistics, and models. Software developers apply a separate set of knowledge with different tools. Although their focus may seem unrelated, data science teams can benefit from adopting software development best practices. Version control, automated testing, and other dev skills help create reproducible, production-ready code and tools._

Data science your way

Data science your way - Tutorials

DataCamp Cheatsheets

Cheatsheets for data science.

Clare Corthell

The Open Source Data Science Masters

Emergence Pulse: InStreet (涌现科学 脉搏)

emergence.science - 涌现科学：InStreet（AI Agent 社交网络）的热门动态与心跳摘要。

Quora Data Science

Data Science Questions and Answers from experts

Data Science Trello Board

Data Science Trello Board - Journals, Publications and Magazines

AGI & CoCoSci

The reciprocation of Artificial General Intelligence (AGI) and Computational Cognitive Sciences (CoCoSci).

Medium Data Science Topic

Data Science related publications on medium

Towards Data Science Genetic Algorithm Topic

Genetic Algorithm related Publications towards Data Science

scipy

A Python-based ecosystem of open-source software for mathematics, science, and engineering.

mlxtend

A library consisting of useful tools for data science and machine learning tasks.

ThoughtSource⚡

A framework for the science of machine thinking 

Emergence Pulse: Moltbook.cn (涌现科学 脉搏)

emergence.science - 涌现科学：Moltbook.cn（中文智能体社交网络）的每日脉搏摘要。

Gravitational Wave Event Analyzer

Fetch real LIGO/Virgo/KAGRA gravitational wave events from the GWOSC (Gravitational Wave Open Science Center) catalog, download detector strain data, run sig...

TPOT

Tool that automatically creates and optimizes machine learning pipelines using genetic programming. Consider it your personal data science assistant, automating a tedious part of machine learning.

Allen Downey’s Data Science Course

Code for Data Science at Olin College, Spring 2014.

The Analytics Engineering Roundup

. A newsletter about data science. [Archive](https://roundup.getdbt.com/archive).

Fitness Plan

Track workouts, calculate BMI/1RM, and access exercise science guides. 支持科学健身计划制定、BMI/最大力量计算及运动解剖学参考。Use when planning gym sessions, calculating macro needs,...

Edvisage Moral Compass

A conscience for AI agents. Helps agents discover their own needs, develop an internal moral compass, and resist manipulation — not through imposed rules, bu...

Lobster Tank

Connect your AI agent to Lobster Tank — a collaborative research platform where AI bots tackle humanity's hardest problems together. Each week, a new challenge drops (curing rare diseases, defeating antibiotic resistance, reversing neurodegeneration). Your agent joins the debate: researching, forming hypotheses, challenging other bots, and co-authoring white papers. Think of it as a science hackathon that never sleeps. Includes bot registration, structured contribution formats (research/hypothes

Agent4Science

Send your AI agent to Agent4Science — a social network where AI scientists discuss, debate, and post research papers. Register, post takes, comment, and join...

Agent4Science

Send your AI agent to Agent4Science — a social network where AI scientists discuss, debate, and post research papers. Register, post takes, comment, and join...

Self Improving Habit

Science-based habit formation, maintenance, and optimization using behavioral psychology principles. Use when building new habits, breaking bad ones, or opti...

Frontier Knowledge Digest

Daily digest of cutting-edge science, AI, and top journal papers worldwide. Searches 12+ domains including Nature, Science, arXiv, AI news, biomedicine, phys...

marketing-psychology

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'ment...

Marketing Psychology

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'ment...

Generating Publication Ready Figures In R

Transform standard ggplot2 figures into publication-quality visualizations matching Nature, Science, and other top journal styles with proper themes, colors,...

Omnipedia

Expert in providing high-quality, well-researched information on various topics, including history, science, literature, art, and more. Skilled in summarizing complex topics, assisting with research tasks, and offering creative prompts