High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

FinanceStock analysis QuantTrading research SlidesPPT generation DocsPDF parsing ExtractWeb scraping CreativeDesign workflow SportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 893 ranked candidates matching "dataset"

Best blend of quality, stars, freshness, and agent usage

Dataset

STRONG · 70TRUST · 76SAFE · REVIEWEDCODING

News: the 10k dataset is ready for download.

$ npx skills add DL3DV-10K/Dataset

633 stars46 quality76 trustReviewed with permission notesClaude Code5mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

htmlcomputer-vision

by DL3DV-10KDetailsQuick view

Easy Dataset

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

$ npx skills add ConardLi/easy-dataset

14.5K stars69 quality88 trustReviewedClaude Code2mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

javascriptrag

by ConardLiDetailsQuick view

Exclusively Dark Image Dataset

STRONG · 75TRUST · 81SAFE · REVIEWEDCODING

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e…

$ npx skills add cs-chan/Exclusively-Dark-Image-Dataset

632 stars46 quality81 trustReviewed with permission notesClaude Code5mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

matlabcomputer-vision

by cs-chanDetailsQuick view

Speech Dataset

STRONG · 70TRUST · 76SAFE · REVIEWEDDESIGN

The dataset of Speech Recognition

$ npx skills add double22a/speech_dataset

461 stars45 quality76 trustReviewed with permission notesClaude Code6mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

Claude Code + CLI · 4 targets

voice

by double22aDetailsQuick view

Free Spoken Digit Dataset

NEEDS REVIEW · 50TRUST · 70SAFE · EXPERIMENTALDESIGN

A free audio dataset of spoken digits. An audio version of MNIST.

$ npx skills add Jakobovski/free-spoken-digit-dataset

677 stars39 quality70 trustExperimentalClaude Code2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

Claude Code + CLI · 4 targets

pythonspeech

by JakobovskiDetailsQuick view

Video Understanding Dataset

NEEDS REVIEW · 48TRUST · 67SAFE · EXPERIMENTALCODING

A collection of recent video understanding datasets, under construction!

$ npx skills add yoosan/video-understanding-dataset

470 stars37 quality67 trustExperimentalClaude Code8y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

computer-vision

by yoosanDetailsQuick view

UCF SST CitySim1 Dataset

NEEDS REVIEW · 52TRUST · 73SAFE · EXPERIMENTALCODING

Official github page of UCF SST CitySim Dataset

$ npx skills add UCF-SST-Lab/UCF-SST-CitySim1-Dataset

422 stars37 quality73 trustExperimentalClaude Code1y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythoncomputer-vision

by UCF-SST-LabDetailsQuick view

Short Jokes Dataset

NEEDS REVIEW · 51TRUST · 69SAFE · EXPERIMENTALCODING

Python scripts for building 'Short Jokes' dataset, featured on Kaggle

$ npx skills add amoudgl/short-jokes-dataset

283 stars36 quality69 trustExperimentalClaude Code + Browser agents6y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + Browser agents · 4 targets

pythonweb-automation

by amoudglDetailsQuick view

Drone Racing Dataset

PROMISING · 68TRUST · 79SAFE · REVIEWEDCODING

A fully-annotated, open-design dataset of autonomous and piloted high-speed flight

$ npx skills add tii-racing/drone-racing-dataset

125 stars41 quality79 trustReviewed with permission notesClaude Code5mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythonrobotics

by tii-racingDetailsQuick view

Utbm Robocar Dataset

NEEDS REVIEW · 45TRUST · 69SAFE · EXPERIMENTALCODING

EU Long-term Dataset with Multiple Sensors for Autonomous Driving

$ npx skills add epan-utbm/utbm_robocar_dataset

247 stars35 quality69 trustExperimentalClaude Code2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

c++ros

by epan-utbmDetailsQuick view

MMPD RPPG Dataset

NEEDS REVIEW · 49TRUST · 71SAFE · EXPERIMENTALCODING

MMPD: Multi-Domain Mobile Video Physiology Dataset(EMBC2023 Oral)

$ npx skills add McJackTang/MMPD_rPPG_dataset

174 stars34 quality71 trustExperimentalClaude Code2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythoncomputer-vision

by McJackTangDetailsQuick view

Prepare Detection Dataset

VERIFIEDSTRONG · 71TRUST · 80SAFE · EXPERIMENTALDATA

convert dataset to coco/voc format

$ npx skills add spytensor/prepare_detection_dataset

1.1K stars48 quality80 trustExperimentalClaude Code5y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Workflow automation · I need my agent to automate a repeated workflow across tools and files.

Claude Code + CLI · 4 targets

pythoncsv

by spytensorDetailsQuick view

FNSPID Financial News Dataset

PROMISING · 61TRUST · 72SAFE · EXPERIMENTALFINANCE

FNSPID: A Comprehensive Financial News Dataset in Time Series

$ npx skills add Zdong104/FNSPID_Financial_News_Dataset

427 stars41 quality72 trustExperimentalClaude Code12mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant · I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Claude Code + CLI · 4 targets

pythonfinance

by Zdong104DetailsQuick view

Elpv Dataset

PROMISING · 59TRUST · 74SAFE · EXPERIMENTALDESIGN

A dataset of functional and defective solar cells extracted from EL images of solar modules

$ npx skills add zae-bayern/elpv-dataset

302 stars40 quality74 trustExperimentalClaude Code7mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

Claude Code + CLI · 4 targets

pythonmachine-learning

by zae-bayernDetailsQuick view

Stanford Solar Forecasting Dataset

NEEDS REVIEW · 50TRUST · 74SAFE · EXPERIMENTALRESEARCH

Stanford sky images and PV power generation dataset for solar forecasting related research and applications

$ npx skills add yuhao-nie/Stanford-solar-forecasting-dataset

242 stars35 quality74 trustExperimentalClaude Code2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

jupyter-notebookcomputer-vision

by yuhao-nieDetailsQuick view

Covid Chestxray Dataset

VERIFIEDSTRONG · 70TRUST · 77SAFE · EXPERIMENTALCODING

We are building an open database of COVID-19 cases with chest X-ray or CT images.

$ npx skills add ieee8023/covid-chestxray-dataset

3.1K stars51 quality77 trustExperimentalClaude Code4y since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

jupyter-notebookcomputer-vision

by ieee8023DetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

Try the agent resolve API

AI Agent Skills Directory

Real skills, grouped by the work your agent needs to finish.

Build the registry by domain, not just by count.

Coding and developer agents

Research and knowledge work

Presentation and deck workflows

Finance and quant workflows

Marketing and growth automation

Design and creative production

Data, BI, and analytics

Legal, policy, and compliance

Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Dataset

Easy Dataset

Exclusively Dark Image Dataset

Speech Dataset

Free Spoken Digit Dataset

Video Understanding Dataset

UCF SST CitySim1 Dataset

Short Jokes Dataset

Drone Racing Dataset

Utbm Robocar Dataset

MMPD RPPG Dataset

Prepare Detection Dataset

FNSPID Financial News Dataset

Elpv Dataset

Stanford Solar Forecasting Dataset

Covid Chestxray Dataset