Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

PaddleOCR is the strongest overall pick here because it has a 100/100 readiness score and fits Document processing.

Strongest overall

PaddleOCR

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

Fastest prototype

PaddleOCR

Best first install candidate based on install readiness and adoption.

Freshest repo

Pageindex Chat Studio

Most recent maintenance signal among this shortlist.

SignalPageindex Chat Studio

Extends pageIndex into an AI document workspace with multi-format parsing, OCR, visual TOC, custom models, citations, and agentic QA.

Bisheng

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

Paperless Ngx

A community-supported supercharged document management system: scan, index and archive all your documents

Quality
68/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
67/100
Prototype first

Prototype with this skill first; keep a fallback candidate ready.

100/100
Production-ready

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

100/100
Production-ready

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

100/100
Production-ready

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

Adoption54 stars
Verified outcomes are shown on each skill page
11K stars
Verified outcomes are shown on each skill page
83K stars
Verified outcomes are shown on each skill page
42K stars
Verified outcomes are shown on each skill page
FreshnessJun 30, 2026Jun 29, 2026Jun 16, 2026Jun 20, 2026
Use-case fit
Workflow fit
Platform hintsPython, Document AI, Claude CodeTypeScript, OCR, Claude Code, OpenAI AgentsPython, OCR, Claude CodePython, PDF, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDocument processing workflows · Claude Code teams · builders willing to evaluate younger projectsDocument processing workflows · Claude Code teams · teams that value GitHub adoption signalsDocument processing workflows · Claude Code teams · teams that value GitHub adoption signalsDocument processing workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add VT777/pageindex-chat-studio
$ npx skills add dataelement/bisheng
$ npx skills add PaddlePaddle/PaddleOCR
$ npx skills add paperless-ngx/paperless-ngx