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 73 ranked candidates matching "interview"

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

Interview

VERIFIEDSTRONG · 75TRUST · 78SAFE · EXPERIMENTALCODING

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

$ npx skills add apachecn/Interview

9.0K stars54 quality78 trustExperimentalClaude Code3y 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-notebookmachine-learning

by apachecnDetailsQuick view

Machine Learning Interview

VERIFIEDSTRONG · 78TRUST · 81SAFE · EXPERIMENTALCODING

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

$ npx skills add khangich/machine-learning-interview

12.6K stars57 quality81 trustExperimentalClaude Code3y 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

machine-learning

by khangichDetailsQuick view

Awesome Interview

VERIFIEDPROMISING · 68TRUST · 77SAFE · EXPERIMENTALCODING

Collection of awesome interview references.

$ npx skills add Awesome-Interview/Awesome-Interview

1.8K stars50 quality77 trustExperimentalClaude Code6y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.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

machine-learning

by Awesome-InterviewDetailsQuick view

CrackingTheSQLInterview

STRONG · 80TRUST · 79SAFE · REVIEWEDDATA

DBMS Concepts, SQL Queries & Schema Design for your Interviews.

$ npx skills add xoraus/CrackingTheSQLInterview

830 stars51 quality79 trustReviewed with permission notesClaude Code2mo since pushSafe to try

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 Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

Claude Code + CLI · 4 targets

sql

by xorausDetailsQuick view

MLInterview

NEEDS REVIEW · 54TRUST · 73SAFE · EXPERIMENTALCODING

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

$ npx skills add theainerd/MLInterview

542 stars38 quality73 trustExperimentalClaude Code5y 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

sql

by theainerdDetailsQuick view

Cracking The Data Science Interview

VERIFIEDSTRONG · 72TRUST · 81SAFE · REVIEWEDCODING

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

$ npx skills add khanhnamle1994/cracking-the-data-science-interview

4.7K stars52 quality81 trustReviewed with permission notesClaude Code2y 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 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

jupyter-notebookmachine-learning

by khanhnamle1994DetailsQuick view

Coding Interview

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDCODING

😀 代码面试题集，包括剑指 Offer、编程之美等

$ npx skills add doocs/coding-interview

2.4K stars62 quality88 trustReviewedClaude Code3mo 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: Documentation summary is thin

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

javanotes

by doocsDetailsQuick view

Front End Interview

VERIFIEDSTRONG · 71TRUST · 79SAFE · EXPERIMENTALRESEARCH

总结了前端面试过程中浏览器，计算机网络，数据结构与算法，HTML，CSS，JS，Vue，React已经实战经验等相关的面试知识。

$ npx skills add lf2021/Front-End-Interview

1.1K stars48 quality79 trustExperimentalClaude Code3y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

htmlknowledge-graph

by lf2021DetailsQuick view

Data Science Interviews

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDCODING

Data science interview questions and answers

$ npx skills add alexeygrigorev/data-science-interviews

10.0K stars71 quality90 trustVerifiedClaude Code1mo 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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

Claude Code + CLI · 4 targets

htmlmachine-learning

by alexeygrigorevDetailsQuick view

Machine Learning Interviews

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · VERIFIEDCODING

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

$ npx skills add alirezadir/Machine-Learning-Interviews

8.5K stars69 quality92 trustVerifiedClaude Code17d 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/…

Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

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-notebookai-agents

by alirezadirDetailsQuick view

InterviewGuide

VERIFIEDEXCELLENT · 91TRUST · 86SAFE · REVIEWEDRESEARCH

🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总，包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结，坚持学习，持续成长！

$ npx skills add forthespada/InterviewGuide

5.9K stars57 quality86 trustReviewedClaude Code11mo 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/…

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

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

Claude Code + CLI · 4 targets

pdf

by forthespadaDetailsQuick view

Data Science Interview Questions Answers

VERIFIEDSTRONG · 73TRUST · 80SAFE · REVIEWEDCODING

Curated list of data science interview questions and answers

$ npx skills add youssefHosni/Data-Science-Interview-Questions-Answers

5.7K stars53 quality80 trustReviewed with permission notesClaude Code2y 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 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

machine-learning

by youssefHosniDetailsQuick view

Data Science Interview Resources

VERIFIEDSTRONG · 76TRUST · 84SAFE · REVIEWEDCODING

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

$ npx skills add rbhatia46/Data-Science-Interview-Resources

3.4K stars51 quality84 trustReviewed with permission notesClaude Code2y 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 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

machine-learning

by rbhatia46DetailsQuick view

Devops Interview Questions

VERIFIEDPROMISING · 68TRUST · 80SAFE · EXPERIMENTALCODING

Creating this repository as a central hub for all DevOps interview questions to help you land your next job.

$ npx skills add rohitg00/devops-interview-questions

1.9K stars50 quality80 trustExperimentalClaude Code1y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.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

devops

by rohitg00DetailsQuick view

Data Science Interview Questions And Answers

VERIFIEDSTRONG · 73TRUST · 80SAFE · EXPERIMENTALCODING

Data science interview questions with answers. Not ideally (yet)

$ npx skills add iamtodor/data-science-interview-questions-and-answers

1.7K stars49 quality80 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: 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

machine-learning

by iamtodorDetailsQuick view

IOSInterviewsAndDevNotes

VERIFIEDSTRONG · 72TRUST · 80SAFE · EXPERIMENTALCODING

🚴 iOS Interviews, Dev Notes && Git ...

$ npx skills add DevDragonLi/iOSInterviewsAndDevNotes

1.4K stars49 quality80 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: 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

notes

by DevDragonLiDetailsQuick 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.

Interview

Machine Learning Interview

Awesome Interview

CrackingTheSQLInterview

MLInterview

Cracking The Data Science Interview

Coding Interview

Front End Interview

Data Science Interviews

Machine Learning Interviews

InterviewGuide

Data Science Interview Questions Answers

Data Science Interview Resources

Devops Interview Questions

Data Science Interview Questions And Answers

IOSInterviewsAndDevNotes