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 379 ranked candidates matching "subword-embeddings"

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

Text Embeddings Inference

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

A blazing fast inference solution for text embeddings models

$ npx skills add huggingface/text-embeddings-inference

4.9K stars68 quality86 trustReviewed2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustembeddings

by huggingfaceDetailsQuick view

Bpemb

VERIFIEDPROMISING · 65TRUST · 81SAFE · REVIEWEDRESEARCH

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

$ npx skills add bheinzerling/bpemb

1.2K stars48 quality81 trustReviewed with permission notes2y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by bheinzerlingDetailsQuick view

What Are Embeddings

VERIFIEDSTRONG · 77TRUST · 79SAFE · REVIEWEDRESEARCH

A deep dive into embeddings starting from fundamentals

$ npx skills add veekaybee/what_are_embeddings

1.1K stars56 quality79 trustReviewed with permission notes7mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookembeddings

by veekaybeeDetailsQuick view

Fast Sentence Embeddings

NEEDS REVIEW · 48TRUST · 70SAFE · EXPERIMENTALRESEARCH

Compute Sentence Embeddings Fast!

$ npx skills add oborchers/Fast_Sentence_Embeddings

624 stars38 quality70 trustExperimental3y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookembeddings

by oborchersDetailsQuick view

Mlx Embeddings

PROMISING · 66TRUST · 75SAFE · REVIEWEDCODING

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

$ npx skills add Blaizzy/mlx-embeddings

404 stars49 quality75 trustReviewed with permission notes3mo 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 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.

CLI + Codex · 4 targets

pythonchatbot

by BlaizzyDetailsQuick view

Model2vec

VERIFIEDEXCELLENT · 96TRUST · 85SAFE · REVIEWEDRESEARCH

Fast State-of-the-Art Static Embeddings

$ npx skills add MinishLab/model2vec

2.1K stars65 quality85 trustReviewed2mo since pushSafe to try

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

TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin

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

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

CLI + Codex · 4 targets

pythonembeddings

by MinishLabDetailsQuick view

Instructor Embedding

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDRESEARCH

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

$ npx skills add xlang-ai/instructor-embedding

2.0K stars50 quality79 trustReviewed with permission notes2y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by xlang-aiDetailsQuick view

Stock Rnn

VERIFIEDPROMISING · 62TRUST · 76SAFE · EXPERIMENTALRESEARCH

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

$ npx skills add lilianweng/stock-rnn

2.0K stars50 quality76 trustExperimental4y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonembeddings

by lilianwengDetailsQuick view

Keras TextClassification

VERIFIEDSTRONG · 73TRUST · 80SAFE · REVIEWEDRESEARCH

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastT…

$ npx skills add yongzhuo/Keras-TextClassification

1.8K stars50 quality80 trustReviewed with permission notes2y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonembeddings

by yongzhuoDetailsQuick view

Contextualized Topic Models

VERIFIEDPROMISING · 69TRUST · 81SAFE · REVIEWEDRESEARCH

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL an…

$ npx skills add MilaNLProc/contextualized-topic-models

1.3K stars52 quality81 trustReviewed with permission notes1y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by MilaNLProcDetailsQuick view

InsForge

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-…

$ npx skills add InsForge/InsForge

1 agent calls0% success12.4K stars77 quality90 trustReviewed with permission notes15d 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 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.

CLI + Codex · 4 targets

typescriptai-agents

by InsForgeDetailsQuick view

Multi Class Text Classification Cnn Rnn

STRONG · 76TRUST · 81SAFE · REVIEWEDRESEARCH

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

$ npx skills add jiegzhan/multi-class-text-classification-cnn-rnn

603 stars53 quality81 trustReviewed2mo 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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

CLI + Codex · 4 targets

pythonembeddings

by jiegzhanDetailsQuick view

Qdrant

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

$ npx skills add qdrant/qdrant

33.4K stars75 quality90 trustReviewed15d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustvector-search

by qdrantDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques

28.1K stars74 quality86 trustReviewedOpenAI Agents + LangChain2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

OpenAI Agents + LangChain · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Cleora

PROMISING · 68TRUST · 76SAFE · REVIEWEDRESEARCH

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by…

$ npx skills add BaseModelAI/cleora

540 stars50 quality76 trustReviewed with permission notes4mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

CLI + Codex · 4 targets

jupyter-notebookembeddings

by BaseModelAIDetailsQuick view

Wizmap

PROMISING · 65TRUST · 76SAFE · REVIEWEDRESEARCH

Explore and interpret large embeddings in your browser with interactive visualization! 📍

$ npx skills add poloclub/wizmap

531 stars46 quality76 trustReviewed with permission notesBrowser agents6mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

typescriptembeddings

by poloclubDetailsQuick 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

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 379 ranked candidates matching "subword-embeddings"

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

Text Embeddings Inference

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

A blazing fast inference solution for text embeddings models

$ npx skills add huggingface/text-embeddings-inference

4.9K stars68 quality86 trustReviewed2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustembeddings

by huggingfaceDetailsQuick view

Bpemb

VERIFIEDPROMISING · 65TRUST · 81SAFE · REVIEWEDRESEARCH

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

$ npx skills add bheinzerling/bpemb

1.2K stars48 quality81 trustReviewed with permission notes2y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by bheinzerlingDetailsQuick view

What Are Embeddings

VERIFIEDSTRONG · 77TRUST · 79SAFE · REVIEWEDRESEARCH

A deep dive into embeddings starting from fundamentals

$ npx skills add veekaybee/what_are_embeddings

1.1K stars56 quality79 trustReviewed with permission notes7mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookembeddings

by veekaybeeDetailsQuick view

Fast Sentence Embeddings

NEEDS REVIEW · 48TRUST · 70SAFE · EXPERIMENTALRESEARCH

Compute Sentence Embeddings Fast!

$ npx skills add oborchers/Fast_Sentence_Embeddings

624 stars38 quality70 trustExperimental3y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookembeddings

by oborchersDetailsQuick view

Mlx Embeddings

PROMISING · 66TRUST · 75SAFE · REVIEWEDCODING

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

$ npx skills add Blaizzy/mlx-embeddings

404 stars49 quality75 trustReviewed with permission notes3mo 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 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.

CLI + Codex · 4 targets

pythonchatbot

by BlaizzyDetailsQuick view

Model2vec

VERIFIEDEXCELLENT · 96TRUST · 85SAFE · REVIEWEDRESEARCH

Fast State-of-the-Art Static Embeddings

$ npx skills add MinishLab/model2vec

2.1K stars65 quality85 trustReviewed2mo since pushSafe to try

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

TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin

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

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

CLI + Codex · 4 targets

pythonembeddings

by MinishLabDetailsQuick view

Instructor Embedding

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDRESEARCH

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

$ npx skills add xlang-ai/instructor-embedding

2.0K stars50 quality79 trustReviewed with permission notes2y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by xlang-aiDetailsQuick view

Stock Rnn

VERIFIEDPROMISING · 62TRUST · 76SAFE · EXPERIMENTALRESEARCH

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

$ npx skills add lilianweng/stock-rnn

2.0K stars50 quality76 trustExperimental4y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonembeddings

by lilianwengDetailsQuick view

Keras TextClassification

VERIFIEDSTRONG · 73TRUST · 80SAFE · REVIEWEDRESEARCH

$ npx skills add yongzhuo/Keras-TextClassification

1.8K stars50 quality80 trustReviewed with permission notes2y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonembeddings

by yongzhuoDetailsQuick view

Contextualized Topic Models

VERIFIEDPROMISING · 69TRUST · 81SAFE · REVIEWEDRESEARCH

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL an…

$ npx skills add MilaNLProc/contextualized-topic-models

1.3K stars52 quality81 trustReviewed with permission notes1y 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: Repository looks stale

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

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

CLI + Codex · 4 targets

pythonembeddings

by MilaNLProcDetailsQuick view

InsForge

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-…

$ npx skills add InsForge/InsForge

1 agent calls0% success12.4K stars77 quality90 trustReviewed with permission notes15d 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 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.

CLI + Codex · 4 targets

typescriptai-agents

by InsForgeDetailsQuick view

Multi Class Text Classification Cnn Rnn

STRONG · 76TRUST · 81SAFE · REVIEWEDRESEARCH

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

$ npx skills add jiegzhan/multi-class-text-classification-cnn-rnn

603 stars53 quality81 trustReviewed2mo 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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

CLI + Codex · 4 targets

pythonembeddings

by jiegzhanDetailsQuick view

Qdrant

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

$ npx skills add qdrant/qdrant

33.4K stars75 quality90 trustReviewed15d 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

rustvector-search

by qdrantDetailsQuick view

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques

28.1K stars74 quality86 trustReviewedOpenAI Agents + LangChain2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

OpenAI Agents + LangChain · 4 targets

jupyter-notebooksemantic-search

by NirDiamantDetailsQuick view

Cleora

PROMISING · 68TRUST · 76SAFE · REVIEWEDRESEARCH

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by…

$ npx skills add BaseModelAI/cleora

540 stars50 quality76 trustReviewed with permission notes4mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

CLI + Codex · 4 targets

jupyter-notebookembeddings

by BaseModelAIDetailsQuick view

Wizmap

PROMISING · 65TRUST · 76SAFE · REVIEWEDRESEARCH

Explore and interpret large embeddings in your browser with interactive visualization! 📍

$ npx skills add poloclub/wizmap

531 stars46 quality76 trustReviewed with permission notesBrowser agents6mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Browser agents + CLI · 4 targets

typescriptembeddings

by poloclubDetailsQuick 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.

Text Embeddings Inference

Bpemb

What Are Embeddings

Fast Sentence Embeddings

Mlx Embeddings

Model2vec

Instructor Embedding

Stock Rnn

Keras TextClassification

Contextualized Topic Models

InsForge

Multi Class Text Classification Cnn Rnn

Qdrant

RAG Techniques

Cleora

Wizmap

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.

Text Embeddings Inference

Bpemb

What Are Embeddings

Fast Sentence Embeddings

Mlx Embeddings

Model2vec

Instructor Embedding

Stock Rnn

Keras TextClassification

Contextualized Topic Models

InsForge

Multi Class Text Classification Cnn Rnn

Qdrant

RAG Techniques

Cleora

Wizmap

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.

Text Embeddings Inference

Bpemb

What Are Embeddings