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Skills/document-processing/API Llm Ocr

API Llm Ocr

REVIEW · 66
Community indexed

PDF to markdown using vision LLMs — tables, layouts, and structure preserved

Downloads0
Stars895
Version1.0.0
Quality72/100 · Strong
Trust66/100 · Sandbox only
Audit77/100 · Needs review

Supply asset profile

Research and knowledge work

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

Browse track

Scenario

Document processing

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

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add yigitkonur/api-llm-ocr

Maintenance

active

5mo since push

Risk

Needs review

License is unclear

GitHub quality

895

72/100 quality · 74/100 trust

Coverage tags

ResearchDocument processingdocument-processingocrdocuments

Review notes

License is unclear · Quality score needs review

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
72

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
66

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
77

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonOCRCodexClaude CodeCursor

Stars

895 GitHub stars

Repo activity

895 stars, 60 forks

Maintenance

5mo since push

License

Unknown

Install

npx skills add yigitkonur/api-llm-ocr

Install safety

standard package or runtime install path

Permission surface

filesystem or document access, network or browser access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • License is unclear
  • Quality score needs review
  • License clarity: Unknown

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Document processing workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Read uploaded files

Suited agents

PythonOCRCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add yigitkonur/api-llm-ocr
Policy
review
Human review
yes

Trust and risk

Trust
66/100
Audit
77/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add yigitkonur/api-llm-ocr
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License is unclear
  • Quality score needs review

Alternative

Markitdown

156.1K stars

npx skills add microsoft/markitdown

Alternative

PaddleOCR

83.1K stars

npx skills add PaddlePaddle/PaddleOCR

Alternative

Stirling PDF

81.2K stars

npx skills add Stirling-Tools/Stirling-PDF

Alternative

Tesseract

74.7K stars

npx skills add tesseract-ocr/tesseract

Agent safety v2

61/100 · Review before install

Reviewed with permission notesreview

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

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • License is unclear

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add yigitkonur/api-llm-ocr

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20API%20Llm%20Ocr%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20API%20Llm%20Ocr%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/yigitkonur-api-llm-ocr/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use API Llm Ocr in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20API%20Llm%20Ocr%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yigitkonur-api-llm-ocr/install
Install command: npx skills add yigitkonur/api-llm-ocr
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/yigitkonur-api-llm-ocr/install

LLM text format

/api/skills/yigitkonur-api-llm-ocr/install?format=text

Find alternatives

/api/skills/search?q=API%20Llm%20Ocr&limit=3

Agent prompt

Use API Llm Ocr for this task. Review https://www.openagentskill.com/api/skills/yigitkonur-api-llm-ocr/install, then install with: npx skills add yigitkonur/api-llm-ocr

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/yigitkonur-api-llm-ocr

LLM text

/api/registry/manifest/yigitkonur-api-llm-ocr?format=text

Install alias

/api/registry/install/yigitkonur-api-llm-ocr

Recommend

/api/registry/recommend?task=Use%20API%20Llm%20Ocr%20in%20an%20agent%20workflow&limit=3

Agent fit

84/100

Document processing

Use-case tags

Document processingRAG and knowledgeCoding agents

Platforms

Python, OCR, Claude Code

Audit report

Needs review · 77/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Primary pick for Document processing

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

84
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Document processing

Trust label

Production-ready

Install path

Command ready

Use when

  • Document processing workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 895 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 72/100 quality profile
  • 3 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Document processing task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

66
Trust score

GitHub adoption

INFO

895 GitHub stars

Stars/forks activity

INFO

895 stars, 60 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

5mo since push

License clarity

CHECK

Unknown

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • Quality score needs review
  • License clarity: Unknown
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

72
GitHub stars
895
Freshness
5mo ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Parse messy files

Document processing

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

Search private knowledge

RAG and knowledge

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

Build and ship code

Coding agents

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

Stack fit

Add it to a complete workflow

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.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Scrape, clean, and reuse web data

Web data pipeline

A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Markitdown

Python tool for converting files and office documents to Markdown.

Adopt
Ready100
Quality100
Stars156.1K

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.

Adopt
Ready100
Quality100
Stars83.1K

Stirling PDF

#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere

Adopt
Ready100
Quality100
Stars81.2K

Tesseract

Tesseract Open Source OCR Engine (main repository)

Adopt
Ready100
Quality100
Stars74.7K

Overview

PDF to markdown using vision LLMs — tables, layouts, and structure preserved

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

Platform Compatibility

pythonFULL
ocrFULL

Technical Details

Version
1.0.0
License
Unknown
Last Updated
6/21/2026
Published
5/24/2026

Frameworks & Tools

PythonOCR

Decision snapshot

Primary pick

84
Ready
Adopt
Stage

895 GitHub stars

Audit snapshot

Install review

Install and adoption review

77
Needs review
Security
79/100
Maintenance
76/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for API Llm Ocr, ready for a manual X post.

Curator note
The useful research skills are not search wrappers. They help agents keep sources attached.

API Llm Ocr helps agents turn docs, data, or knowledge bases into grounded work.

895 stars

https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for API Llm Ocr:
https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr?ref=x

Install: npx skills add yigitkonur/api-llm-ocr
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
yigitkonur
Source
yigitkonur/api-llm-ocr
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to yigitkonur but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/yigitkonur-api-llm-ocr?metric=listed&label=Listed)](https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/yigitkonur-api-llm-ocr?metric=trust&label=Trust)](https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/yigitkonur-api-llm-ocr?metric=audit&label=Audit)](https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/yigitkonur-api-llm-ocr?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/yigitkonur-api-llm-ocr)
Preview badge Open audit Creator Kit

Author

Y

yigitkonur

@yigitkonur

Tags

ocrdocumentsextractiondocument-aifastapipdf-to-markdownpythontable-extractiontext-extractionvision-llm

Platform Fit

Claude Code

Health Signals

GitHub stars
895
Quality score
47/100
Last GitHub push
Feb 21, 2026
Framework hints
2
OpenAgentSkill views
2
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

Sandbox only

66
  • GitHub adoption895 GitHub starsINFO
  • Stars/forks activity895 stars, 60 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance5mo since pushINFO
  • License clarityUnknownCHECK
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime risknetwork or browser surfacePASS

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