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 729 ranked candidates matching "textual"

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

Textual

EXCELLENT · 86TRUST · 82SAFE · REVIEWEDRESEARCH

Render and customize rich attributed text in SwiftUI

$ npx skills add gonzalezreal/textual

733 stars54 quality82 trustReviewedClaude Code22d 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: Quality score needs review

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

swiftmarkdown

by gonzalezrealDetailsQuick view

Contextualized Topic Models

VERIFIEDSTRONG · 84TRUST · 86SAFE · REVIEWEDRESEARCH

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL an…

$ npx skills add MilaNLProc/contextualized-topic-models

1.3K stars52 quality86 trustReviewed with permission notesClaude Code12mo since pushSafe to try

QualitySolid option that is likely worth shortlisting for production workflows.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…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.

Claude Code + CLI · 4 targets

pythonembeddings

by MilaNLProcDetailsQuick view

Contextualise

VERIFIEDSTRONG · 71TRUST · 83SAFE · REVIEWEDRESEARCH

Contextualise is an effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and in…

$ npx skills add brettkromkamp/contextualise

1.1K stars48 quality83 trustReviewed with permission notesClaude Code1y 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.

Claude Code + CLI · 4 targets

pythonknowledge-graph

by brettkromkampDetailsQuick view

ContextualSpellCheck

NEEDS REVIEW · 52TRUST · 73SAFE · EXPERIMENTALCODING

✔️Contextual word checker for better suggestions (not actively maintained)

$ npx skills add R1j1t/contextualSpellCheck

419 stars37 quality73 trustExperimentalClaude Code1y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonchatbot

by R1j1tDetailsQuick view

Frogmouth

VERIFIEDSTRONG · 75TRUST · 76SAFE · EXPERIMENTALRESEARCH

A Markdown browser for your terminal

$ npx skills add Textualize/frogmouth

3.2K stars51 quality76 trustExperimentalClaude Code + Browser agents2y 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 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.

Claude Code + Browser agents · 4 targets

pythonmarkdown

by TextualizeDetailsQuick view

Rich

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Rich is a Python library for rich text and beautiful formatting in the terminal.

$ npx skills add Textualize/rich

56.6K stars76 quality90 trustReviewed with permission notesClaude Code22d 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

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

Claude Code + CLI · 4 targets

pythonmarkdown

by TextualizeDetailsQuick view

Rich Cli

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDRESEARCH

Rich-cli is a command line toolbox for fancy output in the terminal

$ npx skills add Textualize/rich-cli

3.7K stars64 quality84 trustReviewed with permission notesClaude Code2mo 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.

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

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

Claude Code + CLI · 4 targets

pythonmarkdown

by TextualizeDetailsQuick view

Gritlm

PROMISING · 59TRUST · 75SAFE · EXPERIMENTALRESEARCH

Generative Representational Instruction Tuning

$ npx skills add ContextualAI/gritlm

695 stars43 quality75 trustExperimentalClaude Code1y 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + CLI · 4 targets

jupyter-notebookembeddings

by ContextualAIDetailsQuick view

Resh

VERIFIEDSTRONG · 71TRUST · 76SAFE · EXPERIMENTALCODING

RESH ❯❯ Contextual shell history for zsh and bash

$ npx skills add curusarn/resh

1.1K stars48 quality76 trustExperimentalClaude Code3y 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 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 + CLI · 4 targets

goproductivity

by curusarnDetailsQuick view

TS TCC

NEEDS REVIEW · 53TRUST · 73SAFE · EXPERIMENTALCODING

[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

$ npx skills add emadeldeen24/TS-TCC

494 stars38 quality73 trustExperimentalClaude Code2y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

pythonmachine-learning

by emadeldeen24DetailsQuick view

Swift Markdown Ui

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDRESEARCH

Maintenance mode — new development in Textual: https://github.com/gonzalezreal/textual

$ npx skills add gonzalezreal/swift-markdown-ui

3.9K stars60 quality86 trustReviewedClaude Code6mo 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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

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

Claude Code + CLI · 4 targets

swiftmarkdown

by gonzalezrealDetailsQuick view

Jiratui

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

A Textual User Interface for interacting with Atlassian Jira from your shell

$ npx skills add whyisdifficult/jiratui

1.6K stars64 quality85 trustReviewed with permission notesClaude Code17d 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.

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.

Claude Code + CLI · 4 targets

pythontask-management

by whyisdifficultDetailsQuick view

Gtoolkit

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · VERIFIEDDATA

Glamorous Toolkit is the Moldable Development Environment. It empowers you to make systems explainable through contextual micro tools.

$ npx skills add feenkcom/gtoolkit

1.5K stars64 quality91 trustVerifiedClaude Code17d 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 Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.

Claude Code + CLI · 4 targets

smalltalknotebook

by feenkcomDetailsQuick view

Sense2vec

VERIFIEDEXCELLENT · 98TRUST · 86SAFE · REVIEWEDCODING

🦆 Contextually-keyed word vectors

$ npx skills add explosion/sense2vec

1.7K stars61 quality86 trustReviewedClaude Code3mo 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 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

pythonmachine-learning

by explosionDetailsQuick view

Dreambooth Stable Diffusion

VERIFIEDSTRONG · 75TRUST · 82SAFE · REVIEWEDCODING

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/ab…

$ npx skills add JoePenna/Dreambooth-Stable-Diffusion

3.2K stars51 quality82 trustReviewed with permission notesClaude Code2y 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.

Claude Code + CLI · 4 targets

jupyter-notebookmachine-learning

by JoePennaDetailsQuick view

Ovis

VERIFIEDEXCELLENT · 93TRUST · 88SAFE · REVIEWEDCODING

A novel Multimodal Large Language Model (MLLM) architecture, designed to structurally align visual and textual embeddings.

$ npx skills add AIDC-AI/Ovis

1.5K stars57 quality88 trustReviewedClaude Code5mo 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 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

pythonchatbot

by AIDC-AIDetailsQuick 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.

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Coding and developer agents

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Education and tutoring

Football and World Cup analytics

Start from the task, not a keyword list.

Choose by scenario, quality, and trust signals.

Textual

Contextualized Topic Models

Contextualise

ContextualSpellCheck

Frogmouth

Rich

Rich Cli

Gritlm

Resh

TS TCC

Swift Markdown Ui

Jiratui

Gtoolkit

Sense2vec

Dreambooth Stable Diffusion

Ovis