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Results for “finetuning-rl”

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 1-7 of 7 ranked candidates matching "finetuning-rl"

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

ReinFlow

PROMISING · 66TRUST · 77SAFE · REVIEWEDLEGAL

[NeurIPS 2025] Flow x RL. "ReinFlow: Fine-tuning Flow Policy with Online Reinforcement Learning". Support VLAs e.g., Pi0, Pi0.5, GR00TN1.5. Fully open-sourced.

$ npx skills add ReinFlow/ReinFlow

337 stars44 quality77 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: Quality score needs review

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

Scenario Security and compliance · I need my agent to scan a project for security risks and summarize what needs attention.

CLI + Codex · 4 targets

pythonrobotics

by ReinFlowDetailsQuick view

Finetuning Notebooks

NEEDS REVIEW · 35TRUST · 67SAFE · BLOCKEDDATA

jhj0517/finetuning-notebooks is a high-star GitHub project relevant to AI agent workflows.

$ npx skills add jhj0517/finetuning-notebooks

94 stars33 quality67 trustBlocked for auto-install1y 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

jupyter-notebooknotebook

by jhj0517DetailsQuick view

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDESIGN

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

$ npx skills add rasbt/LLMs-from-scratch

97.3K stars75 quality85 trustReviewed with permission notesOpenAI Agents3mo since pushNeeds review

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

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

OpenAI Agents + CLI · 4 targets

jupyter-notebookmachine-learning

by rasbtDetailsQuick view

ChuanhuChatGPT

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

$ npx skills add GaiZhenbiao/ChuanhuChatGPT

15.3K stars66 quality86 trustReviewedClaude Code + OpenAI Agents4mo 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.

Claude Code + OpenAI Agents · 4 targets

pythonchatbot

by GaiZhenbiaoDetailsQuick view

LLMDataHub

VERIFIEDSTRONG · 70TRUST · 77SAFE · REVIEWEDCODING

A quick guide (especially) for trending instruction finetuning datasets

$ npx skills add Zjh-819/LLMDataHub

3.4K stars51 quality77 trustReviewed with permission notesOpenAI Agents3y 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.

OpenAI Agents + CLI · 4 targets

chatbot

by Zjh-819DetailsQuick view

EasyLM

VERIFIEDPROMISING · 68TRUST · 80SAFE · REVIEWEDCODING

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

$ npx skills add young-geng/EasyLM

2.5K stars51 quality80 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

CLI + Codex · 4 targets

pythonchatbot

by young-gengDetailsQuick view

Finetuned Qlora Falcon7b Medical

NEEDS REVIEW · 44TRUST · 68SAFE · EXPERIMENTALDATA

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

$ npx skills add iamarunbrahma/finetuned-qlora-falcon7b-medical

263 stars36 quality68 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

jupyter-notebookhealth-data

by iamarunbrahmaDetailsQuick view

Live registry search

Results for “finetuning-rl”

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 1-7 of 7 ranked candidates matching "finetuning-rl"

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

ReinFlow

PROMISING · 66TRUST · 77SAFE · REVIEWEDLEGAL

[NeurIPS 2025] Flow x RL. "ReinFlow: Fine-tuning Flow Policy with Online Reinforcement Learning". Support VLAs e.g., Pi0, Pi0.5, GR00TN1.5. Fully open-sourced.

$ npx skills add ReinFlow/ReinFlow

337 stars44 quality77 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: Quality score needs review

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

Scenario Security and compliance · I need my agent to scan a project for security risks and summarize what needs attention.

CLI + Codex · 4 targets

pythonrobotics

by ReinFlowDetailsQuick view

Finetuning Notebooks

NEEDS REVIEW · 35TRUST · 67SAFE · BLOCKEDDATA

jhj0517/finetuning-notebooks is a high-star GitHub project relevant to AI agent workflows.

$ npx skills add jhj0517/finetuning-notebooks

94 stars33 quality67 trustBlocked for auto-install1y 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

jupyter-notebooknotebook

by jhj0517DetailsQuick view

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDESIGN

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

$ npx skills add rasbt/LLMs-from-scratch

97.3K stars75 quality85 trustReviewed with permission notesOpenAI Agents3mo since pushNeeds review

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

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

OpenAI Agents + CLI · 4 targets

jupyter-notebookmachine-learning

by rasbtDetailsQuick view

ChuanhuChatGPT

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

$ npx skills add GaiZhenbiao/ChuanhuChatGPT

15.3K stars66 quality86 trustReviewedClaude Code + OpenAI Agents4mo 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.

Claude Code + OpenAI Agents · 4 targets

pythonchatbot

by GaiZhenbiaoDetailsQuick view

LLMDataHub

VERIFIEDSTRONG · 70TRUST · 77SAFE · REVIEWEDCODING

A quick guide (especially) for trending instruction finetuning datasets

$ npx skills add Zjh-819/LLMDataHub

3.4K stars51 quality77 trustReviewed with permission notesOpenAI Agents3y 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.

OpenAI Agents + CLI · 4 targets

chatbot

by Zjh-819DetailsQuick view

EasyLM

VERIFIEDPROMISING · 68TRUST · 80SAFE · REVIEWEDCODING

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

$ npx skills add young-geng/EasyLM

2.5K stars51 quality80 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

CLI + Codex · 4 targets

pythonchatbot

by young-gengDetailsQuick view

Finetuned Qlora Falcon7b Medical

NEEDS REVIEW · 44TRUST · 68SAFE · EXPERIMENTALDATA

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

$ npx skills add iamarunbrahma/finetuned-qlora-falcon7b-medical

263 stars36 quality68 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

CLI + Codex · 4 targets

jupyter-notebookhealth-data

by iamarunbrahmaDetailsQuick view

AI Agent Skills Directory

Results for “finetuning-rl”

Choose by scenario, quality, and trust signals.

ReinFlow

Finetuning Notebooks

LLMs From Scratch

ChuanhuChatGPT

LLMDataHub

EasyLM

Finetuned Qlora Falcon7b Medical

AI Agent Skills Directory

Results for “finetuning-rl”

Choose by scenario, quality, and trust signals.

ReinFlow

Finetuning Notebooks

LLMs From Scratch

ChuanhuChatGPT

LLMDataHub

EasyLM

Finetuned Qlora Falcon7b Medical

AI Agent Skills Directory

Results for “finetuning-rl”

Choose by scenario, quality, and trust signals.

ReinFlow

Finetuning Notebooks

LLMs From Scratch

ChuanhuChatGPT

LLMDataHub

EasyLM

Finetuned Qlora Falcon7b Medical