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Skill Registry

Find the right skill for the job your agent is doing.

Search by task, platform, trust profile, or GitHub adoption. OpenAgentSkill keeps the interface human-readable and the API ready for agents.

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Shown
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Tracks
92
Targets

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

142

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

142 quality142 maintained

Research

Research and knowledge work

41

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

41 quality41 maintained

Finance

Finance and quant workflows

6

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

6 quality6 maintained

Marketing

Marketing and growth automation

4

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

4 quality4 maintained

Design

Design and creative production

11

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

11 quality11 maintained

Data

Data, BI, and analytics

21

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

21 quality21 maintained

Legal

Legal, policy, and compliance

5

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

5 quality5 maintained

Education

Education and tutoring

1

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

1 quality1 maintained

World Cup

Football and World Cup analytics

0

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

0 quality0 maintained

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-1 of 1 ranked candidates matching "hyperparameter-search"

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

1

Ray

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

$ npx skills add ray-project/ray
42.9K stars76 quality98 trustVerifiedClaude CodePushed todaySafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by ray-projectDetailsQuick view