Best agent skills for Data Scientists, page 5

Reference for designing and tuning production LLM prompts: few-shot examples, chain-of-thought, structured outputs, templates and system prompts.

wshobson/agents

This skill should be used when the user asks to "create a new prompt sample", "add a new prompt sample", "scaffold a new prompt sample", "create a prompt contribution", "add a prompt", or needs to…

pnp/copilot-prompts

Pixel-based motion and UI change analysis from frame sequences or screenshots using computer vision and visual comparison.

edwardsanchez/MotionEyes

Scrape video stats from the Douyin creator center (creator.douyin.com) using AppleScript to automate the user's logged-in Chrome.

TradingAi666/TzFilm-Douyin-Tool

Scaffold a new PEP (Politically Exposed Persons) crawler — members of a parliament, legislature, senate, chamber of deputies, cabinet, judiciary, or an asset-declaration register — from a source URL…

opensanctions/opensanctions

This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe…

evo-hq/evo

Builds a browser-based annotation page for reviewing LLM traces one at a time with pass/fail labels, notes and saved results, tailored to your data.

ai-evals-course/evals-skills

High-level guide for integrating a new DiT model into cache-dit: Cache (BlockAdapter/ForwardPattern), Context Parallelism, Tensor Parallelism, Text Encoder Parallelism (TE-P), VAE Parallelism…

vipshop/cache-dit

Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design.

rmyndharis/antigravity-skills

Runs and configures the anomalib tiled-ensemble pipeline, which trains/evaluates one model per image tile and merges results (with optional seam smoothing) for high-resolution anomaly detection.

open-edge-platform/anomalib

Write a marimo notebook in a Python file in the right format.

cosanlab/nltools

Analyze one or more cycling, running, or hiking FIT/KML activity tracks, generate evidence-based single or aggregate reports, open the bundled local Ride Relief report page when the environment…

op7418/guizang-sports-skill

An opintionated skill to prepare a marimo notebook to make it ready for a scheduled run.

koaning/gitcharts

Router for adding a diffusion or omni pipeline to verl-omni.

verl-project/verl-omni

Create, edit, evaluate, and package agent skills. An agent skill from smixs/skill-conductor.

smixs/skill-conductor

Profiles, benchmarks and tunes AI training workloads on Moore Threads MUSA GPUs with a measurement-first process that keeps model behavior unchanged.

open-infra-skills/infra-skills

Manage CI for PyTorch ghstack stacks by running CI where its results are useful now and deferring other PRs with [no-ci].

pytorch/pytorch

Process documents with Blockify API to create optimized IdeaBlocks for RAG.

iternal-technologies-partners/blockify-agentic-data-optimization

Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources.

lamm-mit/scienceclaw

Run and report repository model or provider-mapping benchmarks.

theopenco/llmgateway

Universal quality bar and final audit rubric for any agent system prompt.

mastra-ai/mastra

A skill your agent uses when Python environment setup is needed for data visualization or conda installation is required

Norman-bury/research-writing-skill

MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs.

vemetric/vemetric

Handles deduplication of YouTrack issues. An agent skill from JetBrains/ideavim.

JetBrains/ideavim

Plans which analytics events and properties a new feature needs, checks them against the existing event registry, and verifies them per environment.

mistralai/mistral-vibe

Clean up noisy startup warnings and spurious prints in SGLang server logs.

guqiong96/Lsglang

Remove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails…

RedWoodOG/Hermes-Desktop

Add or modify an AI chat tool ("Ask Ryo" capability) in ryOS.

ryokun6/ryos

Authoring and running behavioral evals for a shopping or merchant agent, covering the case shape, authoring rules, code graders and judges, the run pattern, and poisoned fixtures.

anthropics/commerce-agents

Auto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server.

datopian/portaljs

Create a new Langfuse integration page in the langfuse-docs repo.

langfuse/langfuse-docs

Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent…

Kaelio/ktx

Transcribe local audio or video with Volcengine Doubao file ASR, including BigASR 1.0 Turbo direct upload and asynchronous 1.0 standard, 1.0 idle, or 2.0 standard jobs through TOS.

ysyecust/lecture-to-notes

Add a cross-cutting decision pattern under src/nemotron/steps/patterns/.

NVIDIA-NeMo/Nemotron

Install, authenticate, configure, operate, and troubleshoot the external MediaCrawler client shared by Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu collectors.

tsingyuai/growth-lab

Browse websites, read web pages, interact with web apps, call website APIs, and automate web tasks.

4ier/neo

Guide the R Weekly curation team through preparing a new weekly issue.

rweekly/rweekly.org

Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration.

MoizIbnYousaf/ai-agent-skills

Audit, redesign, generate, and improve IEEE manuscript figures, tables, captions, result presentation, plotting scripts, visual polish, hybrid Python/R plus vector-editor workflows…

CloudWave818/ieee-skills

A skill your agent uses when running, debugging, interpreting, or documenting mesh-llm benchmark tune model-serving throughput trials, including choosing…

Mesh-LLM/mesh-llm

Query a captured PithTrain Nsight Systems profile to measure compute/communication overlap, locate exposed comm by DualPipeV stage, and inspect per-rank stream behavior.

mlc-ai/pith-train

Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch)

SharpAI/DeepCamera

Scaffold a brand-new Comet example in this repo from the canonical template under templates/integration-example/.

comet-ml/comet-examples

Adapt AutoRound to support a new LLM architecture that doesn't work out-of-the-box.

intel/auto-round

Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud services.

google/skills

Extracts data from web pages using browser automation and CSS/JavaScript selectors.

platonai/Browser4

A skill your agent uses when selecting, designing, generating or reviewing scientific figures, complex modeling charts, paper illustrations or image2-assisted visuals.

sweetcornna/mathodology

Iteratively optimize a CUDA/CUTLASS/Triton kernel only when strict on-device compilation, correctness, timing, and NCU evidence gates pass.

KernelFlow-ops/cuda-optimized-skill