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 368 ranked candidates matching "benchmarks"

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

Benchmarks

NEEDS REVIEW · 49TRUST · 70SAFE · EXPERIMENTALRESEARCH

Benchmarking PDF libraries

$ npx skills add py-pdf/benchmarks

337 stars40 quality70 trustExperimental1y 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 Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonpdf

by py-pdfDetailsQuick view

Caliper Benchmarks

NEEDS REVIEW · 41TRUST · 73SAFE · EXPERIMENTALCODING

Sample benchmark files for Hyperledger Caliper https://wiki.hyperledger.org/display/caliper

$ npx skills add hyperledger-caliper/caliper-benchmarks

117 stars33 quality73 trustExperimental1y 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

javascriptblockchain

by hyperledger-caliperDetailsQuick view

Models

STRONG · 75TRUST · 75SAFE · EXPERIMENTALCODING

TUI and CLI for browsing AI models, benchmarks, coding agents, and statuses for AI providers.

$ npx skills add reyamira/models

445 stars52 quality75 trustExperimentalClaude Code + OpenAI 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + OpenAI Agents · 4 targets

rustcoding-agent

by reyamiraDetailsQuick view

Cognitive Core Skills

STRONG · 82TRUST · 80SAFE · REVIEWEDCODING

A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, governance) for LLMs, SLMs, AI…

$ npx skills add eli-labz/Cognitive-Core-Skills

275 stars51 quality80 trustReviewedClaude Code28d 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythonknowledge-graph

by eli-labzDetailsQuick view

Agentmemory

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

#1 Persistent memory for AI coding agents based on real-world benchmarks

$ npx skills add rohitg00/agentmemory

23.4K stars74 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

typescriptcoding-agent

by rohitg00DetailsQuick view

Cua

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDRESEARCH

Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows…

$ npx skills add trycua/cua

20.8K stars73 quality91 trustReviewed1d 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

htmlcomputer-use

by trycuaDetailsQuick view

VLMEvalKit

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDRESEARCH

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

$ npx skills add open-compass/VLMEvalKit

4.2K stars67 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

pythoncomputer-vision

by open-compassDetailsQuick view

Awesome GraphRAG

VERIFIEDEXCELLENT · 96TRUST · 87SAFE · REVIEWEDRESEARCH

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

$ npx skills add DEEP-PolyU/Awesome-GraphRAG

2.5K stars65 quality87 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

knowledge-graph

by DEEP-PolyUDetailsQuick view

MiroFlow

VERIFIEDEXCELLENT · 94TRUST · 84SAFE · REVIEWEDRESEARCH

🏆 Top-1 on 5+ benchmarks | Web UI | Supports MiroThinker, Claude, Kimi, OpenAI

$ npx skills add MiroMindAI/MiroFlow

3.0K stars63 quality84 trustReviewedClaude Code + OpenAI Agents3mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

pythonresearch-agent

by MiroMindAIDetailsQuick view

Training

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDDESIGN

Reference implementations of MLPerf® training benchmarks

$ npx skills add mlcommons/training

1.8K stars61 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by mlcommonsDetailsQuick view

FireRedASR

VERIFIEDEXCELLENT · 88TRUST · 86SAFE · REVIEWEDDESIGN

Open-source industrial-grade ASR models supporting Mandarin, Chinese dialects and English, achieving a new SOTA on public Mandarin ASR benchmarks, while also offering ou…

$ npx skills add FireRedTeam/FireRedASR

1.9K stars58 quality86 trustReviewed5mo 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

pythonspeech

by FireRedTeamDetailsQuick view

Xcode Build Optimization Agent Skill

VERIFIEDEXCELLENT · 90TRUST · 85SAFE · REVIEWEDCODING

An Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizing build settings.

$ npx skills add AvdLee/Xcode-Build-Optimization-Agent-Skill

1.1K stars60 quality85 trustReviewedClaude Code4mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonai-agents

by AvdLeeDetailsQuick view

Open Source Security Guide

VERIFIEDPROMISING · 64TRUST · 78SAFE · REVIEWEDCODING

Open Source Security Guide. Learn all about Security Standards (FIPS, CIS, FedRAMP, FISMA, etc.), Frameworks, Threat Models, Encryption, and Benchmarks.

$ npx skills add mikeroyal/Open-Source-Security-Guide

1.1K stars52 quality78 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: 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

goincident-response

by mikeroyalDetailsQuick view

Audio AI Hub

STRONG · 73TRUST · 77SAFE · REVIEWEDRESEARCH

The hub for audio AI research: papers, open models, benchmarks & datasets across audio LLMs, speech recognition, TTS, music & audio generation.

$ npx skills add BinWang28/audio-ai-hub

933 stars54 quality77 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: License is unclear

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

pythonspeech

by BinWang28DetailsQuick view

Ck

STRONG · 82TRUST · 81SAFE · REVIEWEDRESEARCH

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn…

$ npx skills add mlcommons/ck

648 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

pythonmlops

by mlcommonsDetailsQuick view

Agent Memory Techniques

STRONG · 76TRUST · 81SAFE · REVIEWEDCODING

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Z…

$ npx skills add NirDiamant/Agent_Memory_Techniques

531 stars53 quality81 trustReviewedClaude Code + OpenAI Agents2mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookai-agents

by NirDiamantDetailsQuick 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 368 ranked candidates matching "benchmarks"

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

Benchmarks

NEEDS REVIEW · 49TRUST · 70SAFE · EXPERIMENTALRESEARCH

Benchmarking PDF libraries

$ npx skills add py-pdf/benchmarks

337 stars40 quality70 trustExperimental1y 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 Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonpdf

by py-pdfDetailsQuick view

Caliper Benchmarks

NEEDS REVIEW · 41TRUST · 73SAFE · EXPERIMENTALCODING

Sample benchmark files for Hyperledger Caliper https://wiki.hyperledger.org/display/caliper

$ npx skills add hyperledger-caliper/caliper-benchmarks

117 stars33 quality73 trustExperimental1y 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

javascriptblockchain

by hyperledger-caliperDetailsQuick view

Models

STRONG · 75TRUST · 75SAFE · EXPERIMENTALCODING

TUI and CLI for browsing AI models, benchmarks, coding agents, and statuses for AI providers.

$ npx skills add reyamira/models

445 stars52 quality75 trustExperimentalClaude Code + OpenAI 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

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

Claude Code + OpenAI Agents · 4 targets

rustcoding-agent

by reyamiraDetailsQuick view

Cognitive Core Skills

STRONG · 82TRUST · 80SAFE · REVIEWEDCODING

A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, governance) for LLMs, SLMs, AI…

$ npx skills add eli-labz/Cognitive-Core-Skills

275 stars51 quality80 trustReviewedClaude Code28d 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Claude Code + CLI · 4 targets

pythonknowledge-graph

by eli-labzDetailsQuick view

Agentmemory

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

#1 Persistent memory for AI coding agents based on real-world benchmarks

$ npx skills add rohitg00/agentmemory

23.4K stars74 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

typescriptcoding-agent

by rohitg00DetailsQuick view

Cua

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDRESEARCH

Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows…

$ npx skills add trycua/cua

20.8K stars73 quality91 trustReviewed1d 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

htmlcomputer-use

by trycuaDetailsQuick view

VLMEvalKit

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDRESEARCH

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

$ npx skills add open-compass/VLMEvalKit

4.2K stars67 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

pythoncomputer-vision

by open-compassDetailsQuick view

Awesome GraphRAG

VERIFIEDEXCELLENT · 96TRUST · 87SAFE · REVIEWEDRESEARCH

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

$ npx skills add DEEP-PolyU/Awesome-GraphRAG

2.5K stars65 quality87 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

knowledge-graph

by DEEP-PolyUDetailsQuick view

MiroFlow

VERIFIEDEXCELLENT · 94TRUST · 84SAFE · REVIEWEDRESEARCH

🏆 Top-1 on 5+ benchmarks | Web UI | Supports MiroThinker, Claude, Kimi, OpenAI

$ npx skills add MiroMindAI/MiroFlow

3.0K stars63 quality84 trustReviewedClaude Code + OpenAI Agents3mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

Claude Code + OpenAI Agents · 4 targets

pythonresearch-agent

by MiroMindAIDetailsQuick view

Training

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDDESIGN

Reference implementations of MLPerf® training benchmarks

$ npx skills add mlcommons/training

1.8K stars61 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 Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by mlcommonsDetailsQuick view

FireRedASR

VERIFIEDEXCELLENT · 88TRUST · 86SAFE · REVIEWEDDESIGN

Open-source industrial-grade ASR models supporting Mandarin, Chinese dialects and English, achieving a new SOTA on public Mandarin ASR benchmarks, while also offering ou…

$ npx skills add FireRedTeam/FireRedASR

1.9K stars58 quality86 trustReviewed5mo 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

pythonspeech

by FireRedTeamDetailsQuick view

Xcode Build Optimization Agent Skill

VERIFIEDEXCELLENT · 90TRUST · 85SAFE · REVIEWEDCODING

An Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizing build settings.

$ npx skills add AvdLee/Xcode-Build-Optimization-Agent-Skill

1.1K stars60 quality85 trustReviewedClaude Code4mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonai-agents

by AvdLeeDetailsQuick view

Open Source Security Guide

VERIFIEDPROMISING · 64TRUST · 78SAFE · REVIEWEDCODING

Open Source Security Guide. Learn all about Security Standards (FIPS, CIS, FedRAMP, FISMA, etc.), Frameworks, Threat Models, Encryption, and Benchmarks.

$ npx skills add mikeroyal/Open-Source-Security-Guide

1.1K stars52 quality78 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: 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

goincident-response

by mikeroyalDetailsQuick view

Audio AI Hub

STRONG · 73TRUST · 77SAFE · REVIEWEDRESEARCH

The hub for audio AI research: papers, open models, benchmarks & datasets across audio LLMs, speech recognition, TTS, music & audio generation.

$ npx skills add BinWang28/audio-ai-hub

933 stars54 quality77 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: License is unclear

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

Scenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

pythonspeech

by BinWang28DetailsQuick view

Ck

STRONG · 82TRUST · 81SAFE · REVIEWEDRESEARCH

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn…

$ npx skills add mlcommons/ck

648 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

pythonmlops

by mlcommonsDetailsQuick view

Agent Memory Techniques

STRONG · 76TRUST · 81SAFE · REVIEWEDCODING

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Z…

$ npx skills add NirDiamant/Agent_Memory_Techniques

531 stars53 quality81 trustReviewedClaude Code + OpenAI Agents2mo 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookai-agents

by NirDiamantDetailsQuick 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.

Benchmarks

Caliper Benchmarks

Models

Cognitive Core Skills

Agentmemory

Cua

VLMEvalKit

Awesome GraphRAG

MiroFlow

Training

FireRedASR

Xcode Build Optimization Agent Skill

Open Source Security Guide

Audio AI Hub

Ck

Agent Memory Techniques

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.

Benchmarks

Caliper Benchmarks

Models

Cognitive Core Skills

Agentmemory

Cua

VLMEvalKit

Awesome GraphRAG

MiroFlow

Training

FireRedASR

Xcode Build Optimization Agent Skill

Open Source Security Guide

Audio AI Hub

Ck

Agent Memory Techniques

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.

Benchmarks

Caliper Benchmarks

Models