Best agent skills for Data Scientists, page 111

Step-by-step process for adopting Cavekit on an existing codebase.

hashgraph-online/awesome-codex-plugins

Classify a task or feature as quick, standard, or thorough so the rest of the pipeline (budget sizing, model routing, review depth) can right-size itself.

hashgraph-online/awesome-codex-plugins

Crawl, scrape, and convert websites to Markdown using the local crawlberg CLI and its MCP server.

hashgraph-online/awesome-codex-plugins

Edit an output-port ODCS file under models/outputports/v<N/, run the contract test against the live data, and classify any failures as breaking or non-breaking changes — with suggested fixes.

hashgraph-online/awesome-codex-plugins

Run the Data Contract CLI (datacontract test) against ODCS contracts in the project to verify the live data still conforms — schema, quality rules, and freshness.

hashgraph-online/awesome-codex-plugins

Bootstrap a brand-new dbt data product from scratch — create dbtproject.yml, the Entropy Data model layout (inputports, staging, intermediate, outputports/v1), README with uv install instructions…

hashgraph-online/awesome-codex-plugins

Build out the transformation layers (staging/, intermediate/) of a data product and run dbt against them, following project-wide conventions adapted from dbt's best practices (v1.12).

hashgraph-online/awesome-codex-plugins

Extract a small sample of rows from a dbt output port using a non-production profile, scrub anything classified as PII or sensitive in the data contract, and upload the scrubbed sample to Entropy…

hashgraph-online/awesome-codex-plugins

Given an Entropy Data data product URL or id, fetch its data contracts (output port ODCS files written next to the SQL under models/outputports/v<N/, input port ODCS files cached next to their dbt…

hashgraph-online/awesome-codex-plugins

Run and monitor PapersFlow DeepScan jobs. An agent skill from hashgraph-online/awesome-codex-plugins.

hashgraph-online/awesome-codex-plugins

Audit a dbt project against the Entropy Data reference layout and add anything missing — Open Data Product Specification (ODPS), Open Data Contract Standard (ODCS), OpenLineage transport config…

hashgraph-online/awesome-codex-plugins

List the teams configured in Entropy Data so the user can pick one as the owner (team.name in ODPS) of a data product.

hashgraph-online/awesome-codex-plugins

Quality and performance evaluation with baseline comparison.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when extracting keywords (YAKE/RAKE) from documents — and, secondarily, when detecting document language or generating embeddings for RAG and search.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when the user needs to filter data — whether in a structured query, a metric aggregation, or an attribute expression.

hashgraph-online/awesome-codex-plugins

Crawl, scrape, and convert websites to Markdown using the local kreuzcrawl CLI and its MCP server.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when exploring Honeydew semantic layer, discovering entities/fields, setting up workspace and branch context, or querying data.

hashgraph-online/awesome-codex-plugins

How to design the numbered prompt pipeline that drives Hunt phases in Cavekit.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when the user wants a single page rendered as clean Markdown plus structured metadata.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when the user wants a single page rendered as clean Markdown plus structured metadata.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when the user wants a long-running HTTP service for scrape/crawl/map instead of one-shot CLI calls or the MCP server — for example wiring crawlberg into other apps over REST.

hashgraph-online/awesome-codex-plugins

A skill your agent uses when a val needs to store structured or relational data.

hashgraph-online/awesome-codex-plugins

Search, scrape, and interact with the web via the Firecrawl CLI.

hashgraph-online/awesome-codex-plugins

Transform text-heavy slides into visual storytelling. An agent skill from OneWave-AI/claude-skills.

OneWave-AI/claude-skills

RAG workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.

diegosouzapw/awesome-omni-skills

Analyze data evolution patterns in construction organizations.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Classify construction data by type (structured, unstructured, semi-structured).

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Build RAG systems for construction knowledge bases. An agent skill from datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Scrape web pages, crawl sites, extract structured data, and capture screenshots through SandBase.

sandbaseai/sandbase-skills

Find and enrich B2B leads from Booking.com - hotels, apartments, and vacation rentals - and pull each host's or property manager's real contact details (email, phone, company name, registration…

apify/awesome-skills

Apple Intelligence skills for on-device AI features including Foundation Models, Visual Intelligence, App Intents, and intelligent assistants.

gustavscirulis/snapgrid

Common pandas and matplotlib patterns for data analysis and visualization

langchain-ai/docs

Recommends the right Datadog products for a codebase and/or a stated goal — grounded in a tech-stack→product map and a use-case→product map built from Datadog product capabilities and common…

datadog-labs/agent-skills

Create efficient data pipelines with tf.data. An agent skill from TheBushidoCollective/han.

TheBushidoCollective/han

Add PostHog analytics to a web application, including event tracking, page views, feature flags, and session replay.

spencerpauly/awesome-cursor-skills

Design database schemas — tables, relationships, indexes, constraints, and ORM setup.

spencerpauly/awesome-cursor-skills

Write effective prompts for LLMs — structure, few-shot examples, chain-of-thought, system prompts, and output parsing.

spencerpauly/awesome-cursor-skills

Paddle-based deep learning workflows from the course materials, including DNN/RNN text-style baselines and the CNN/LeNet image classification case using folder-labeled digit images.

Drchronx/ai-agent-research-starter-kit

Parameterized Python empirical-analysis and machine-learning workflow for applied economics, public health epidemiology, supervised ML, and ML causal inference.

Drchronx/ai-agent-research-starter-kit

Write and audit top-journal-style reports for scenario/vignette experiments.

Drchronx/ai-agent-research-starter-kit

Chinese sentiment analysis workflows using dictionary scoring, traditional machine learning classifiers, and LLM API calls.

Drchronx/ai-agent-research-starter-kit

Basic Chinese NLP and text analysis workflows for PDF text/table extraction, jieba tokenization, word and sentence frequency, word clouds, TF-IDF, Word2Vec, sentence embeddings, and text similarity.

Drchronx/ai-agent-research-starter-kit

Caches a codebase to reduce token usage

kurealnum/dotfiles

Guide for selecting the most appropriate foundation MLIP model based on simulation requirements.

learningmatter-mit/AtomisticSkills

Generate novel crystal structures and molecules using ADiT (All-atom Diffusion Transformer), a unified latent diffusion model.

learningmatter-mit/AtomisticSkills

Interactive Archon integration for knowledge base and project management via REST API.

Microck/ordinary-claude-skills

Progressive four-tier URL content scraping with automatic fallback strategy.

Microck/ordinary-claude-skills

Retrieval-augmented generation (RAG) skill for the D&D 5e System Reference Document (SRD).

Microck/ordinary-claude-skills