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Results for “genetic”

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

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Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-9 of 9 ranked candidates matching "genetic"

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

GeneticAlgorithmPython

VERIFIEDEXCELLENT · 93TRUST · 88SAFE · REVIEWEDDESIGN

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

$ npx skills add ahmedfgad/GeneticAlgorithmPython

2.2K stars62 quality88 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 ahmedfgadDetailsQuick view

Gplearn

VERIFIEDSTRONG · 80TRUST · 81SAFE · REVIEWEDCODING

Genetic Programming in Python, with a scikit-learn inspired API

$ npx skills add trevorstephens/gplearn

1.9K stars54 quality81 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: 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 trevorstephensDetailsQuick view

Devol

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALRESEARCH

Early POC of genetic neural architecture search

$ npx skills add joeddav/devol

950 stars40 quality71 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

pythoncomputer-vision

by joeddavDetailsQuick view

Cello

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALDESIGN

Genetic circuit design automation

$ npx skills add CIDARLAB/cello

877 stars39 quality71 trustExperimental4y 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 Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

javadesign-automation

by CIDARLABDetailsQuick view

ML Games

NEEDS REVIEW · 45TRUST · 70SAFE · EXPERIMENTALDESIGN

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

$ npx skills add TomaszRewak/ML-games

285 stars36 quality70 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

javascriptmachine-learning

by TomaszRewakDetailsQuick view

Gpquant

NEEDS REVIEW · 39TRUST · 65SAFE · EXPERIMENTALFINANCE

Mining technical factors based on symbolic regression via genetic algorithm

$ npx skills add UePG-21/gpquant

223 stars35 quality65 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: 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

pythonfinance

by UePG-21DetailsQuick view

Tpot

VERIFIEDEXCELLENT · 89TRUST · 87SAFE · REVIEWEDDESIGN

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

$ npx skills add EpistasisLab/tpot

10.0K stars60 quality87 trustReviewed12mo 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

jupyter-notebookmachine-learning

by EpistasisLabDetailsQuick view

Deepvariant

VERIFIEDEXCELLENT · 91TRUST · 85SAFE · REVIEWEDDESIGN

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

$ npx skills add google/deepvariant

3.7K stars60 quality85 trustReviewed5mo 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by googleDetailsQuick view

Machine Learning Flappy Bird

VERIFIEDPROMISING · 67TRUST · 77SAFE · EXPERIMENTALDESIGN

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

$ npx skills add ssusnic/Machine-Learning-Flappy-Bird

1.8K stars50 quality77 trustExperimental9y 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 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

javascriptmachine-learning

by ssusnicDetailsQuick view

Live registry search

Results for “genetic”

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 1-9 of 9 ranked candidates matching "genetic"

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

GeneticAlgorithmPython

VERIFIEDEXCELLENT · 93TRUST · 88SAFE · REVIEWEDDESIGN

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

$ npx skills add ahmedfgad/GeneticAlgorithmPython

2.2K stars62 quality88 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 ahmedfgadDetailsQuick view

Gplearn

VERIFIEDSTRONG · 80TRUST · 81SAFE · REVIEWEDCODING

Genetic Programming in Python, with a scikit-learn inspired API

$ npx skills add trevorstephens/gplearn

1.9K stars54 quality81 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: 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 trevorstephensDetailsQuick view

Devol

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALRESEARCH

Early POC of genetic neural architecture search

$ npx skills add joeddav/devol

950 stars40 quality71 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

pythoncomputer-vision

by joeddavDetailsQuick view

Cello

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALDESIGN

Genetic circuit design automation

$ npx skills add CIDARLAB/cello

877 stars39 quality71 trustExperimental4y 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 Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

javadesign-automation

by CIDARLABDetailsQuick view

ML Games

NEEDS REVIEW · 45TRUST · 70SAFE · EXPERIMENTALDESIGN

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

$ npx skills add TomaszRewak/ML-games

285 stars36 quality70 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

javascriptmachine-learning

by TomaszRewakDetailsQuick view

Gpquant

NEEDS REVIEW · 39TRUST · 65SAFE · EXPERIMENTALFINANCE

Mining technical factors based on symbolic regression via genetic algorithm

$ npx skills add UePG-21/gpquant

223 stars35 quality65 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: 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

pythonfinance

by UePG-21DetailsQuick view

Tpot

VERIFIEDEXCELLENT · 89TRUST · 87SAFE · REVIEWEDDESIGN

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

$ npx skills add EpistasisLab/tpot

10.0K stars60 quality87 trustReviewed12mo 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

jupyter-notebookmachine-learning

by EpistasisLabDetailsQuick view

Deepvariant

VERIFIEDEXCELLENT · 91TRUST · 85SAFE · REVIEWEDDESIGN

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

$ npx skills add google/deepvariant

3.7K stars60 quality85 trustReviewed5mo 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by googleDetailsQuick view

Machine Learning Flappy Bird

VERIFIEDPROMISING · 67TRUST · 77SAFE · EXPERIMENTALDESIGN

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

$ npx skills add ssusnic/Machine-Learning-Flappy-Bird

1.8K stars50 quality77 trustExperimental9y 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 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

javascriptmachine-learning

by ssusnicDetailsQuick view

AI Agent Skills Directory

Results for “genetic”

Choose by scenario, quality, and trust signals.

GeneticAlgorithmPython

Gplearn

Devol

Cello

ML Games

Gpquant

Tpot

Deepvariant

Machine Learning Flappy Bird

AI Agent Skills Directory

Results for “genetic”

Choose by scenario, quality, and trust signals.

GeneticAlgorithmPython

Gplearn

Devol

Cello

ML Games

Gpquant

Tpot

Deepvariant

Machine Learning Flappy Bird

AI Agent Skills Directory

Results for “genetic”

Choose by scenario, quality, and trust signals.

GeneticAlgorithmPython

Gplearn

Devol

Cello

ML Games

Gpquant

Tpot

Deepvariant

Machine Learning Flappy Bird