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You can install any skill using the command: npx skills add . Each skill page also shows specific installation instructions.

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Pylate

COMMUNITY

Late Interaction Models Training & Retrieval

Downloads 0

Stars 822

Version 1.0.0

Quality 80/100 · Strong

Install with one command

$ npx skills add lightonai/pylate

Decision summary

Production-ready for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Readiness

Best for

Coding agents workflows
Claude Code teams
teams that value GitHub adoption signals

Not ideal for

teams that need a vendor-supported SLA
high-compliance environments without internal security review

Risk notes

No OpenAgentSkill engagement data yet

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

GitHub stars

822

Freshness

9d ago

Install ready

Yes

License

MIT

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

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

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Operate web apps

Browser automation

I need my agent to control a browser, fill forms, and verify web app workflows.

Stack fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Operate and verify web apps

Browser QA agent

A stack for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Overview

Late Interaction Models Training & Retrieval

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

pythonFULL

ragFULL

Technical Details

Version: 1.0.0
License: MIT
Last Updated: 5/26/2026
Published: 5/24/2026

Frameworks & Tools

PythonRAG

Install

Free and open source

Compare Alternatives View on GitHub Documentation

Claim this skill

Project owners can request ownership review. Approved claims unlock a stronger trust signal.

Author

lightonai

@lightonai

Platform Fit

Claude Code

Health Signals

GitHub stars: 822
Quality score: 54/100
Last GitHub push: May 22, 2026
Framework hints: 2
OpenAgentSkill views: 0
Install copies: 0
Outbound clicks: 0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

—Open source (public GitHub repo)
—AI static analysis passed
—License: MIT

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