Best agent skills for Data Scientists, page 108

Extract structured data from websites. An agent skill from guia-matthieu/clawfu-skills.

guia-matthieu/clawfu-skills

Firecrawl v2.5 API for web scraping/crawling to LLM-ready markdown.

secondsky/claude-skills

Train ML models with scikit-learn, PyTorch, TensorFlow. An agent skill from secondsky/claude-skills.

secondsky/claude-skills

Navigation hub linking sub-skills for proactive Qdrant tuning: search speed, indexing performance, and memory usage optimization.

qdrant/skills

Start or resume an APEX workflow or named step in Agent Host after manual owner selection.

jonathan-vella/apex

A skill your agent uses when creating or modifying dbt Semantic Layer components — semantic models, metrics, dimensions, entities, measures, or time spines.

Kilo-Org/kilo-marketplace

Generates MCP server configuration JSON, resolves authentication setup, and validates server connectivity for dbt.

Kilo-Org/kilo-marketplace

Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show.

Kilo-Org/kilo-marketplace

Interactive tutorial that teaches Snowflake Dynamic Tables hands-on.

Kilo-Org/kilo-marketplace

A skill your agent uses to investigate and troubleshoot AWS Glue problems by analyzing ETL jobs, crawlers, connections, Data Catalog, DPU utilization, Spark execution, and job bookmarks following…

Kilo-Org/kilo-marketplace

Classifies dbt-core to Fusion migration errors into actionable categories (auto-fixable, guided fixes, needs input, blocked).

Kilo-Org/kilo-marketplace

A skill your agent uses when migrating a dbt project from one data platform or data warehouse to another (e.g., Snowflake to Databricks, Databricks to Snowflake) using dbt Fusion's real-time…

Kilo-Org/kilo-marketplace

Diagnoses dbt Cloud/platform job failures by analyzing run logs, querying the Admin API, reviewing git history, and investigating data issues.

Kilo-Org/kilo-marketplace

Builds and modifies dbt models, writes SQL transformations using ref() and source(), creates tests, and validates results with dbt show.

Kilo-Org/kilo-marketplace

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

CraftOS-dev/CraftBot

Test authorized retrieval-augmented generation boundaries for tenant isolation, corpus attribution, retrieval integrity, poisoned-content influence, citation fidelity, and protected-data crossover…

cyberful/cyberful

Scrape pages, crawl public sites, map URLs, and run JSON-schema extraction through managed or self-hosted Firecrawl.

HybridAIOne/hybridclaw

Web scraping and search via Bright Data API. An agent skill from sundial-org/awesome-openclaw-skills.

sundial-org/awesome-openclaw-skills

Statistical analysis, ML, NLP, time series forecasting, network analysis for political intelligence data

Hack23/cia

Election forecasting models, campaign analysis, coalition prediction, voter behavior analysis for Swedish elections

Hack23/cia

Swedish Riksdag structure, 8 parties, electoral system, government formation, coalition patterns, political culture

Hack23/cia

Use ML.NET to train, evaluate, or integrate machine-learning models into .NET applications with realistic data preparation, inference, and deployment expectations.

managedcode/dotnet-skills

Specify an autonomous or tool-using AI agent before building it.

mohitagw15856/pm-claude-skills

Make an AI agent or automation reliable enough to trust — the tests, checks, and guardrails that catch its failures before they reach anything real.

mohitagw15856/pm-claude-skills

Structure AI and ML product decisions with the rigour of any product decision.

mohitagw15856/pm-claude-skills

Decide which of your recurring rituals to put on autopilot — and which to keep manual.

mohitagw15856/pm-claude-skills

Interview you into a durable personal MEMORY.md — your decision rules, patterns, past failures, and preferences — that any AI can read to help you better, with privacy guardrails built in.

mohitagw15856/pm-claude-skills

Review what an LLM feature or agent actually puts in its context window — and find what's bloating, missing, or fighting itself.

mohitagw15856/pm-claude-skills

Decode a counteroffer after you resign — what the raise, promotion promise, or title bump really signals, the statistics-informed risks of staying, and a clear-eyed decision framework.

mohitagw15856/pm-claude-skills

Convert a business question into a complete dashboard specification.

mohitagw15856/pm-claude-skills

Clean a messy dataset methodically — the profiling pass that finds what's actually wrong (dupes, format drift, phantom spaces, mixed types), the fix order that doesn't corrupt while correcting, and…

mohitagw15856/pm-claude-skills

Define a data contract between a producer and consumers of a dataset/event/API.

mohitagw15856/pm-claude-skills

Design an ETL/ELT data pipeline specification. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Audit a dataset for the quality problems that silently break analysis — missingness, duplicates, outliers, type and range errors, consistency, and freshness — and produce a prioritised fix list.

mohitagw15856/pm-claude-skills

Design the data quality checks for a table or pipeline across the standard dimensions.

mohitagw15856/pm-claude-skills

Write a safe, zero-downtime database migration plan for a schema change.

mohitagw15856/pm-claude-skills

Document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns.

mohitagw15856/pm-claude-skills

Spec a dbt model — its grain, sources, transformations, tests, and materialization.

mohitagw15856/pm-claude-skills

Delegate so the work comes back right the first time — the brief that transfers outcome, context, and constraints (not just the task), the autonomy level stated explicitly, and the check-in design…

mohitagw15856/pm-claude-skills

Interrogate a demand forecast before the business commits supply and inventory to it.

mohitagw15856/pm-claude-skills

Protect aging parents from the scams that target them — the conversation that doesn't condescend, the family code word, the top patterns aimed at seniors, and the guardrails that help without taking…

mohitagw15856/pm-claude-skills

A skill your agent uses when asked to build an importer from a competitor's export, migrate users' data from another tool, map a CSV or JSON export onto my data model, or make switching to my…

mohitagw15856/pm-claude-skills

Model the cost and latency of an LLM feature before it ships and surprises the bill.

mohitagw15856/pm-claude-skills

Specify the safety and reliability guardrails for an LLM feature before it ships.

mohitagw15856/pm-claude-skills

Define a metric in a semantic layer so it means one thing everywhere.

mohitagw15856/pm-claude-skills

Choose the right LLM for a task by trading off quality, cost, latency, and constraints.

mohitagw15856/pm-claude-skills

Write a structured project status report for any project. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Build a personal library of reusable prompts for the things you ask AI again and again — so you stop rewriting the same request from scratch.

mohitagw15856/pm-claude-skills