Live registry search

Results for “gradient-descent”

Exact name and slug matches are checked against the live registry before ranked alternatives.

Clear search

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 21 ranked candidates matching "gradient-descent"

Best blend of relevance, quality, freshness, and verified outcomes

LightGBM

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and…

$ npx skills add lightgbm-org/LightGBM

18.5K stars70 quality90 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

c++machine-learning

by lightgbm-orgDetailsQuick view

Ngboost

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

Natural Gradient Boosting for Probabilistic Prediction

$ npx skills add stanfordmlgroup/ngboost

1.9K stars62 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by stanfordmlgroupDetailsQuick view

Benchm Ml

VERIFIEDSTRONG · 73TRUST · 80SAFE · REVIEWEDCODING

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of…

$ npx skills add szilard/benchm-ml

1.9K stars50 quality80 trustReviewed with permission notes4y 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.

CLI + Codex · 4 targets

rmachine-learning

by szilardDetailsQuick view

Lleaves

PROMISING · 60TRUST · 75SAFE · REVIEWEDCODING

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

$ npx skills add siboehm/lleaves

475 stars41 quality75 trustReviewed with permission notes8mo 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.

CLI + Codex · 4 targets

pythonmachine-learning

by siboehmDetailsQuick view

Xgboost

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask,…

$ npx skills add dmlc/xgboost

28.5K stars71 quality90 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

c++machine-learning

by dmlcDetailsQuick view

Tgboost

NEEDS REVIEW · 45TRUST · 69SAFE · EXPERIMENTALDESIGN

Tiny Gradient Boosting Tree

$ npx skills add wepe/tgboost

324 stars36 quality69 trustExperimental7y 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

javamachine-learning

by wepeDetailsQuick view

Shapy

NEEDS REVIEW · 36TRUST · 67SAFE · BLOCKEDCODING

Shapy is a CSS gradient editor that lets you size, position and layer CSS gradients on a single div element.

$ npx skills add vicmeow/shapy

114 stars33 quality67 trustBlocked for auto-install4y since pushRisky

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 gateThis skill should not be selected by an agent without explicit human security review.

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

CLI + Codex · 4 targets

vuedeveloper-tools

by vicmeowDetailsQuick view

Catboost

VERIFIEDEXCELLENT · 99TRUST · 89SAFE · REVIEWEDDESIGN

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python,…

$ npx skills add catboost/catboost

9.0K stars66 quality89 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

c++machine-learning

by catboostDetailsQuick view

H2o 3

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeli…

$ npx skills add h2oai/h2o-3

7.5K stars66 quality89 trustVerified2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by h2oaiDetailsQuick view

Optax

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDDESIGN

Optax is a gradient processing and optimization library for JAX.

$ npx skills add google-deepmind/optax

2.3K stars62 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by google-deepmindDetailsQuick view

React Native Gifted Charts

VERIFIEDEXCELLENT · 87TRUST · 86SAFE · REVIEWEDDATA

The most loved library for Bar, Line, Area, Pie, Donut, Stacked Bar, Population Pyramid, Radar, Bubble and Scatter charts in React Native. Allows 2D, 3D, gradient, anima…

$ npx skills add Abhinandan-Kushwaha/react-native-gifted-charts

1.4K stars57 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

typescriptdata-visualization

by Abhinandan-KushwahaDetailsQuick view

PGPortfolio

VERIFIEDPROMISING · 67TRUST · 79SAFE · EXPERIMENTALFINANCE

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf…

$ npx skills add ZhengyaoJiang/PGPortfolio

1.8K stars50 quality79 trustExperimental5y 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: Financial research output is not financial advice; require human review before…

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.

CLI + Codex · 4 targets

pythonportfolio-management

by ZhengyaoJiangDetailsQuick view

Chefboost

PROMISING · 68TRUST · 77SAFE · REVIEWEDDESIGN

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random For…

$ npx skills add serengil/chefboost

488 stars46 quality77 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: 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.

CLI + Codex · 4 targets

pythonmachine-learning

by serengilDetailsQuick view

Lumenshaders

STRONG · 70TRUST · 78SAFE · REVIEWEDCODING

LUMEN, a generative shader studio. 9 WebGL2 art modes plus synth style blending, perfect-loop animation, gradient sets, share codes and PNG/WebM/GIF export. Zero depende…

$ npx skills add Leonxlnx/lumenshaders

278 stars48 quality78 trustReviewed with permission notes2mo 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.

CLI + Codex · 4 targets

javascriptcreative-coding

by LeonxlnxDetailsQuick view

PreciseRoIPooling

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALCODING

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs…

$ npx skills add vacancy/PreciseRoIPooling

781 stars39 quality73 trustExperimental4y 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.

CLI + Codex · 4 targets

c++computer-vision

by vacancyDetailsQuick view

Coolshapes React

PROMISING · 59TRUST · 73SAFE · REVIEWEDDESIGN

100+ abstract shapes with gradient for design & dev project

$ npx skills add realvjy/coolshapes-react

344 stars40 quality73 trustReviewed with permission notes12mo 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 Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

typescriptfigma

by realvjyDetailsQuick 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

Live registry search

Results for “gradient-descent”

Exact name and slug matches are checked against the live registry before ranked alternatives.

Clear search

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-16 of 21 ranked candidates matching "gradient-descent"

Best blend of relevance, quality, freshness, and verified outcomes

LightGBM

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and…

$ npx skills add lightgbm-org/LightGBM

18.5K stars70 quality90 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

c++machine-learning

by lightgbm-orgDetailsQuick view

Ngboost

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

Natural Gradient Boosting for Probabilistic Prediction

$ npx skills add stanfordmlgroup/ngboost

1.9K stars62 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by stanfordmlgroupDetailsQuick view

Benchm Ml

VERIFIEDSTRONG · 73TRUST · 80SAFE · REVIEWEDCODING

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of…

$ npx skills add szilard/benchm-ml

1.9K stars50 quality80 trustReviewed with permission notes4y 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.

CLI + Codex · 4 targets

rmachine-learning

by szilardDetailsQuick view

Lleaves

PROMISING · 60TRUST · 75SAFE · REVIEWEDCODING

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

$ npx skills add siboehm/lleaves

475 stars41 quality75 trustReviewed with permission notes8mo 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.

CLI + Codex · 4 targets

pythonmachine-learning

by siboehmDetailsQuick view

Xgboost

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask,…

$ npx skills add dmlc/xgboost

28.5K stars71 quality90 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

c++machine-learning

by dmlcDetailsQuick view

Tgboost

NEEDS REVIEW · 45TRUST · 69SAFE · EXPERIMENTALDESIGN

Tiny Gradient Boosting Tree

$ npx skills add wepe/tgboost

324 stars36 quality69 trustExperimental7y 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

javamachine-learning

by wepeDetailsQuick view

Shapy

NEEDS REVIEW · 36TRUST · 67SAFE · BLOCKEDCODING

Shapy is a CSS gradient editor that lets you size, position and layer CSS gradients on a single div element.

$ npx skills add vicmeow/shapy

114 stars33 quality67 trustBlocked for auto-install4y since pushRisky

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 gateThis skill should not be selected by an agent without explicit human security review.

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

CLI + Codex · 4 targets

vuedeveloper-tools

by vicmeowDetailsQuick view

Catboost

VERIFIEDEXCELLENT · 99TRUST · 89SAFE · REVIEWEDDESIGN

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python,…

$ npx skills add catboost/catboost

9.0K stars66 quality89 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

c++machine-learning

by catboostDetailsQuick view

H2o 3

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · VERIFIEDRESEARCH

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeli…

$ npx skills add h2oai/h2o-3

7.5K stars66 quality89 trustVerified2mo 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

jupyter-notebookmachine-learning

by h2oaiDetailsQuick view

Optax

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDDESIGN

Optax is a gradient processing and optimization library for JAX.

$ npx skills add google-deepmind/optax

2.3K stars62 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by google-deepmindDetailsQuick view

React Native Gifted Charts

VERIFIEDEXCELLENT · 87TRUST · 86SAFE · REVIEWEDDATA

The most loved library for Bar, Line, Area, Pie, Donut, Stacked Bar, Population Pyramid, Radar, Bubble and Scatter charts in React Native. Allows 2D, 3D, gradient, anima…

$ npx skills add Abhinandan-Kushwaha/react-native-gifted-charts

1.4K stars57 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

typescriptdata-visualization

by Abhinandan-KushwahaDetailsQuick view

PGPortfolio

VERIFIEDPROMISING · 67TRUST · 79SAFE · EXPERIMENTALFINANCE

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf…

$ npx skills add ZhengyaoJiang/PGPortfolio

1.8K stars50 quality79 trustExperimental5y 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: Financial research output is not financial advice; require human review before…

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.

CLI + Codex · 4 targets

pythonportfolio-management

by ZhengyaoJiangDetailsQuick view

Chefboost

PROMISING · 68TRUST · 77SAFE · REVIEWEDDESIGN

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random For…

$ npx skills add serengil/chefboost

488 stars46 quality77 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: 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.

CLI + Codex · 4 targets

pythonmachine-learning

by serengilDetailsQuick view

Lumenshaders

STRONG · 70TRUST · 78SAFE · REVIEWEDCODING

LUMEN, a generative shader studio. 9 WebGL2 art modes plus synth style blending, perfect-loop animation, gradient sets, share codes and PNG/WebM/GIF export. Zero depende…

$ npx skills add Leonxlnx/lumenshaders

278 stars48 quality78 trustReviewed with permission notes2mo 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.

CLI + Codex · 4 targets

javascriptcreative-coding

by LeonxlnxDetailsQuick view

PreciseRoIPooling

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALCODING

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs…

$ npx skills add vacancy/PreciseRoIPooling

781 stars39 quality73 trustExperimental4y 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.

CLI + Codex · 4 targets

c++computer-vision

by vacancyDetailsQuick view

Coolshapes React

PROMISING · 59TRUST · 73SAFE · REVIEWEDDESIGN

100+ abstract shapes with gradient for design & dev project

$ npx skills add realvjy/coolshapes-react

344 stars40 quality73 trustReviewed with permission notes12mo 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 Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

typescriptfigma

by realvjyDetailsQuick 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

Results for “gradient-descent”

Choose by scenario, quality, and trust signals.

LightGBM

Ngboost

Benchm Ml

Lleaves

Xgboost

Tgboost

Shapy

Catboost

H2o 3

Optax

React Native Gifted Charts

PGPortfolio

Chefboost

Lumenshaders

PreciseRoIPooling

Coolshapes React

AI Agent Skills Directory

Results for “gradient-descent”

Choose by scenario, quality, and trust signals.

LightGBM

Ngboost

Benchm Ml

Lleaves

Xgboost

Tgboost

Shapy

Catboost

H2o 3

Optax

React Native Gifted Charts

PGPortfolio

Chefboost

Lumenshaders

PreciseRoIPooling

Coolshapes React

AI Agent Skills Directory

Results for “gradient-descent”

Choose by scenario, quality, and trust signals.

LightGBM

Ngboost

Benchm Ml

Lleaves

Xgboost

Tgboost

Shapy

Catboost

H2o 3

Optax

React Native Gifted Charts

PGPortfolio

Chefboost

Lumenshaders

PreciseRoIPooling

Coolshapes React