Best agent skills for Data Scientists, page 101

Performs deep analysis of a specific Amplitude chart to explain trends, anomalies, and likely drivers.

amplitude/builder-skills

Instruments a pull request with Amplitude analytics that conform to the project's existing taxonomy.

amplitude/builder-skills

Browse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts.

oaustegard/claude-skills

Assign items to a CLOSED label vocabulary that is too large to put in a prompt — product taxonomies, category hierarchies, tag vocabularies, routing tables, ICD/SIC-style code lists.

oaustegard/claude-skills

Generate guardrailed UI from natural language. An agent skill from oaustegard/claude-skills.

oaustegard/claude-skills

In-process semantic search over text files or in-memory strings, using Gemini embeddings via the CF AI Gateway.

oaustegard/claude-skills

Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support.

oaustegard/claude-skills

Find creators and their published contact emails in one run.

apify/awesome-skills

Pull job postings from many boards in one run and prepare one validated, deduplicated table.

apify/awesome-skills

Build a local-business lead list without scraping Google Maps.

apify/awesome-skills

Builds a list of verified business emails from Google Maps, Google SERPs, or a user-supplied URL list.

apify/awesome-skills

Discover, pay for, and run any Apify Actor by paying USDC on Base over the x402 protocol with a Coinbase Agentic Wallet (awal) — no Apify account or API key.

apify/awesome-skills

Open-source embedding database for RAG — store embeddings, vector search, metadata filtering.

AlexAI-MCP/hermes-CCC

Facebook AI Similarity Search — ultra-fast vector similarity search for large-scale local embedding retrieval without a database server.

AlexAI-MCP/hermes-CCC

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.

AlexAI-MCP/hermes-CCC

Jupyter notebook and kernel operations — start kernels, execute cells programmatically, export, and data analysis patterns.

AlexAI-MCP/hermes-CCC

Create mathematical animations and explainer videos with Manim Community - code-driven animations for math, CS concepts, data visualization.

AlexAI-MCP/hermes-CCC

Managed vector database for production RAG — serverless and pod-based deployment, hybrid search, namespaces, and metadata filtering.

AlexAI-MCP/hermes-CCC

High-performance vector search engine for production RAG — Rust-powered, horizontal scaling, hybrid dense+sparse search, metadata filtering.

AlexAI-MCP/hermes-CCC

Run Stable Diffusion locally with diffusers — text-to-image, img2img, inpainting, ControlNet, and SDXL.

AlexAI-MCP/hermes-CCC

Review SQL and ORM queries for correctness, safety, and performance before they ship.

Archive228/loopkit

A skill your agent uses when the user wants the current date and time written to a file via the bundled script inside the sandbox.

langchain-ai/docs

Production operational practices: insert batching, async writes, query cache, connection pooling, and recommended settings.

chmonitor/chmonitor

Advanced query tuning: join algorithms, skip index selection, EXPLAIN interpretation, ProfileEvents profiling, and optimizer settings.

chmonitor/chmonitor

ReplicatedMergeTree operations, failover procedures, lag diagnosis, quorum writes, and Keeper management.

chmonitor/chmonitor

Takes aggregated ambiguity insights from the LLM synthesis stage and produces ≤5 ranked questions to surface to the user.

digipulse-engineering/GAAI-framework

Process data normalization tool operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Process data story outliner operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Create dataset loader creator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Analyze date range analyzer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Manage early stopping callback operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Configure with feature engineering helper operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build funnel analysis builder operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Configure with gradient clipping helper operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Manage hyperparameter tuner operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Collect Langfuse debug evidence for support tickets and troubleshooting.

jeremylongshore/tons-of-skills-marketplace

Manage mixed precision trainer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Configure mlflow tracking setup operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build model explainability tool operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build model quantization tool operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Create optuna study creator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build pytorch model trainer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Manage roc curve plotter operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build sklearn pipeline builder operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build tensorflow model trainer operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Execute wandb experiment logger operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Configure with aggregation helper operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Generate airflow dag generator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace