data-question-framing
Turn ambiguous business, product, policy, or research asks into decision-ready data science problem statements. Use when an agent needs a judgment-heavy data…
Skills
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-04 00:13
Data & analytics
17,348 results
domain-expert-collaboration-loop
Structure collaboration between data scientists, AI agents, and domain experts when domain judgment is required. Use when an agent needs a judgment-heavy data…
messy-data-cleanroom
Design transparent, reversible cleaning plans for messy datasets without silently mutating evidence. Use when an agent needs a judgment-heavy data science…
missingness-mechanism-investigator
Diagnose missing-data mechanisms and design imputation, exclusion, or sensitivity plans. Use when an agent needs a judgment-heavy data science workflow for…
notebook-to-pipeline-surgeon
Convert exploratory notebooks into modular, parameterized scripts or orchestrated pipeline tasks. Use when an agent needs a judgment-heavy data science…
production-ml-handoff
Convert data science prototypes into engineering-ready ML handoffs with contracts, artifacts, SLOs, monitoring, and ownership. Use when an agent needs a…
semantic-lineage-mapper
Reconstruct practical lineage across SQL, notebooks, scripts, dashboards, model artifacts, and pipeline configs. Use when an agent needs a judgment-heavy data…
small-data-power-planner
Help teams decide what can be learned responsibly from small, imbalanced, expensive, or scarce datasets. Use when an agent needs a judgment-heavy data science…
turso
Turso and libSQL patterns for embedded SQLite-compatible databases, serverless drivers, sync engines, partial sync, WAL/MVCC behavior, compatibility gaps, CLI…
amazon-top-reviews
Use when the user wants top helpful Amazon product reviews through Frevana using the Frevana Chrome Extension session and a full Amazon product URL.
authenticated-fetch
Use when the user wants to fetch a URL's raw response (JSON/API or page body) THROUGH their logged-in Frevana Chrome Extension session, so it reaches data…
google-local-services-search
Use when the user wants Google Local Services results through Frevana, including local service categories, job type filters, and place/provider identifiers.
walmart-product-reviews
Use when the user wants Walmart product review data through Frevana, including reviews for a known Walmart product_id or us_item_id, review pagination, review…
firecrawl-crawl
Bulk-extract many pages from one site or section. Use for "crawl", "everything under /docs", or content spanning linked pages.
firecrawl-interact
Drive a live browser on a scraped page: click, fill forms, log in, paginate, infinite-scroll. Use when content requires interaction or a scrape failed or…
firecrawl-map
Discover and list a site's URLs, with search filtering. Use for "map the site" or "find the URL for" requests — when the user knows the site but not the exact…
google-analytics
Use when analyzing Google Analytics 4 property data, comparing recent traffic periods, reviewing source or medium performance, diagnosing weak content…
google-trends
Use when collecting Google Trends list data, fetching keyword detail, checking applied time windows, or exporting structured Google Trends payloads for…
microsoft-clarity
Use when analyzing Microsoft Clarity live insights data, checking recent traffic quality signals, or breaking Clarity exports down by device, browser, country,…
nemo-xml-reference
Complete XML configuration reference for Nemo applications including all component types, properties, data sources, expressions, bindings, and templates. Use…
package-airflow-green
Creates and operates a single-node Apache Airflow server with Green, OpenTofu and Ansible. Airflow under Docker with LocalExecutor, a host Postgres backed up…
package-airflow-red
Creates and operates a single-node Apache Airflow server with Red, OpenTofu and Ansible. Airflow under Docker with LocalExecutor, a host Postgres backed up to…
package-mysql-agy-green
A 3-node MySQL Group Replication high-availability cluster with continuous point-in-time recovery to Cloudflare R2.
package-posthog-blue
Provisions and operates a single-node PostHog product analytics suite with PostgreSQL 17, ClickHouse, Redis 7.2, and Caddy on one VM through the shared…