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 436 ranked candidates matching "embedding-vectors"

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

Chinese Word Vectors

VERIFIEDSTRONG · 77TRUST · 80SAFE · REVIEWEDRESEARCH

100+ Chinese Word Vectors 上百种预训练中文词向量

$ npx skills add Embedding/Chinese-Word-Vectors

12.2K stars57 quality80 trustReviewed with permission notes3y 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 EmbeddingDetailsQuick view

FlagEmbedding

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Retrieval and Retrieval-augmented LLMs

$ npx skills add FlagOpen/FlagEmbedding

11.8K stars69 quality86 trustReviewed3mo 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

pythonembeddings

by FlagOpenDetailsQuick view

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

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

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

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

Swiss Army Llama

VERIFIEDPROMISING · 60TRUST · 77SAFE · EXPERIMENTALRESEARCH

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

$ npx skills add Dicklesworthstone/swiss_army_llama

1.1K stars48 quality77 trustExperimental1y 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

pythonsemantic-search

by DicklesworthstoneDetailsQuick view

Awesome Network Embedding

VERIFIEDPROMISING · 64TRUST · 74SAFE · EXPERIMENTALRESEARCH

A curated list of network embedding techniques.

$ npx skills add chihming/awesome-network-embedding

2.6K stars51 quality74 trustExperimental6y 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

knowledge-graph

by chihmingDetailsQuick view

Awesome Embedding Models

VERIFIEDPROMISING · 67TRUST · 78SAFE · REVIEWEDDESIGN

A curated list of awesome embedding models tutorials, projects and communities.

$ npx skills add Hironsan/awesome-embedding-models

1.8K stars50 quality78 trustReviewed with permission notes7y 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by HironsanDetailsQuick view

SqlDatabaseVectorSearch

STRONG · 70TRUST · 75SAFE · REVIEWEDRESEARCH

A Blazor Web App and Minimal API for performing RAG (Retrieval Augmented Generation) and vector search using the native VECTOR type in Azure SQL Database and Azure OpenA…

$ npx skills add marcominerva/SqlDatabaseVectorSearch

142 stars49 quality75 trustReviewed with permission notesOpenAI Agents2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

OpenAI Agents + CLI · 4 targets

c#rag

by marcominervaDetailsQuick 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

Vectorflow

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALRESEARCH

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

$ npx skills add dgarnitz/vectorflow

700 stars39 quality73 trustExperimental2y 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.

CLI + Codex · 4 targets

pythonembeddings

by dgarnitzDetailsQuick view

Duckdb Embedding Search

NEEDS REVIEW · 42TRUST · 70SAFE · EXPERIMENTALRESEARCH

Fast similarity search using DuckDB

$ npx skills add patricktrainer/duckdb-embedding-search

149 stars34 quality70 trustExperimentalOpenAI Agents2y 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.

OpenAI Agents + CLI · 4 targets

pythonrag

by patricktrainerDetailsQuick 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

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

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 436 ranked candidates matching "embedding-vectors"

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

Chinese Word Vectors

VERIFIEDSTRONG · 77TRUST · 80SAFE · REVIEWEDRESEARCH

100+ Chinese Word Vectors 上百种预训练中文词向量

$ npx skills add Embedding/Chinese-Word-Vectors

12.2K stars57 quality80 trustReviewed with permission notes3y 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 EmbeddingDetailsQuick view

FlagEmbedding

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

Retrieval and Retrieval-augmented LLMs

$ npx skills add FlagOpen/FlagEmbedding

11.8K stars69 quality86 trustReviewed3mo 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

pythonembeddings

by FlagOpenDetailsQuick view

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

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

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

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

Swiss Army Llama

VERIFIEDPROMISING · 60TRUST · 77SAFE · EXPERIMENTALRESEARCH

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

$ npx skills add Dicklesworthstone/swiss_army_llama

1.1K stars48 quality77 trustExperimental1y 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

pythonsemantic-search

by DicklesworthstoneDetailsQuick view

Awesome Network Embedding

VERIFIEDPROMISING · 64TRUST · 74SAFE · EXPERIMENTALRESEARCH

A curated list of network embedding techniques.

$ npx skills add chihming/awesome-network-embedding

2.6K stars51 quality74 trustExperimental6y 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

knowledge-graph

by chihmingDetailsQuick view

Awesome Embedding Models

VERIFIEDPROMISING · 67TRUST · 78SAFE · REVIEWEDDESIGN

A curated list of awesome embedding models tutorials, projects and communities.

$ npx skills add Hironsan/awesome-embedding-models

1.8K stars50 quality78 trustReviewed with permission notes7y 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by HironsanDetailsQuick view

SqlDatabaseVectorSearch

STRONG · 70TRUST · 75SAFE · REVIEWEDRESEARCH

A Blazor Web App and Minimal API for performing RAG (Retrieval Augmented Generation) and vector search using the native VECTOR type in Azure SQL Database and Azure OpenA…

$ npx skills add marcominerva/SqlDatabaseVectorSearch

142 stars49 quality75 trustReviewed with permission notesOpenAI Agents2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

OpenAI Agents + CLI · 4 targets

c#rag

by marcominervaDetailsQuick 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

Vectorflow

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALRESEARCH

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

$ npx skills add dgarnitz/vectorflow

700 stars39 quality73 trustExperimental2y 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.

CLI + Codex · 4 targets

pythonembeddings

by dgarnitzDetailsQuick view

Duckdb Embedding Search

NEEDS REVIEW · 42TRUST · 70SAFE · EXPERIMENTALRESEARCH

Fast similarity search using DuckDB

$ npx skills add patricktrainer/duckdb-embedding-search

149 stars34 quality70 trustExperimentalOpenAI Agents2y 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.

OpenAI Agents + CLI · 4 targets

pythonrag

by patricktrainerDetailsQuick 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

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

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.

Chinese Word Vectors

FlagEmbedding

Text Embeddings Inference

What Are Embeddings

Instructor Embedding

Fast Sentence Embeddings

Swiss Army Llama

Awesome Network Embedding

Awesome Embedding Models

SqlDatabaseVectorSearch

Mlx Embeddings

Vectorflow

Duckdb Embedding Search

Model2vec

Stock Rnn

Keras TextClassification

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.

Chinese Word Vectors

FlagEmbedding

Text Embeddings Inference

What Are Embeddings

Instructor Embedding

Fast Sentence Embeddings

Swiss Army Llama

Awesome Network Embedding

Awesome Embedding Models

SqlDatabaseVectorSearch

Mlx Embeddings

Vectorflow

Duckdb Embedding Search

Model2vec

Stock Rnn

Keras TextClassification

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.

Chinese Word Vectors

FlagEmbedding

Text Embeddings Inference