# Send OCR with python to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "ocr-python",
    "name": "OCR with python",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/roamer-remote/ocr-python",
    "canonicalUrl": "https://clawhub.ai/roamer-remote/ocr-python",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/ocr-python",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ocr-python",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.zh-CN.md",
      "SKILL.md",
      "scripts/ocr.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network",
        "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/ocr-python"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/ocr-python",
    "downloadUrl": "https://openagent3.xyz/downloads/ocr-python",
    "agentUrl": "https://openagent3.xyz/skills/ocr-python/agent",
    "manifestUrl": "https://openagent3.xyz/skills/ocr-python/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/ocr-python/agent.md"
  }
}
```
## Documentation

### OCR Text Recognition

This skill uses PaddleOCR for text recognition, supporting both Chinese and English.

### Basic Usage

Perform OCR recognition directly on image or PDF files:

from paddleocr import PaddleOCR

ocr = PaddleOCR(lang='ch')
result = ocr.predict("file_path.jpg")

### Dependency Installation

Install dependencies before first use:

pip3 install paddlepaddle paddleocr

### Output Format

Recognition results return JSON containing:

rec_texts: List of recognized text
rec_scores: Confidence score for each text

### Typical Use Cases

PDF Scans: Use PyMuPDF to extract images first, then OCR
Image Text Recognition: Perform OCR directly on images
Multi-page PDFs: Process page by page

### Scripts

Common scripts are located in the scripts/ directory.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: roamer-remote
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-30T16:55:25.780Z
- Expires at: 2026-05-07T16:55:25.780Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/ocr-python)
- [Send to Agent page](https://openagent3.xyz/skills/ocr-python/agent)
- [JSON manifest](https://openagent3.xyz/skills/ocr-python/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/ocr-python/agent.md)
- [Download page](https://openagent3.xyz/downloads/ocr-python)