minicpmvocr-sdk SKILL.md skillB
minicpmvocr-sdk from openbmb/minicpm-ocr is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openbmb/minicpm-ocr/minicpmvocr-sdk@git:20261029.928fb1cPins git:20261029.928fb1c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openbmb/minicpm-ocr
- Path
docs/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261029.928fb1c, committed Oct 29, 2026
- First version recorded
- Oct 27, 2026
- Size
- 35,627 bytes
- Repository stars
- 828
- License
- Apache-2.0
安装、部署和验证 MiniCPM-OCR 1.0 文档解析 SDK 与 vLLM、SGLang、llama.cpp 或 Ollama 推理服务，包括 DSpark、PDF/图片转 Markdown、本地 Web Demo 和安装排错。Jev 打分服务使用 SKILL_jev.md。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# MiniCPM-OCR 1.0 安装、部署与验证 [English](./SKILL_en.md) · [返回首页](../README_zh.md) SDK（命令 `minicpmvocr`，发行包 `minicpm-ocr`）负责版面检测、切块、拼接，通过 HTTP 调用独立的推理服务。保留用户选择的后端；尚未选择时，根据系统和设备选路。只安装所选推理后端，SDK 与 PyTorch 推理环境分开。 ## 1. 选择后端与执行目录 | 情况 | 推理环境 | SDK 后端 | 详细参考 | |---|---|---|---| | Linux x86_64 + NVIDIA，默认方案 | `.venv-vllm`，可用 DSpark | `vllm` | [SDK 教程](./minicpm_ocr_tutorial.md) | | Linux x86_64 + NVIDIA，选择 SGLang | `.venv-sglang`，可用 DSpark | `sglang` | [SGLang 指南](./sglang_deploy_zh.md) | | CPU、本地 GPU 或 Apple Silicon，选择 llama.cpp | `sources/llama.cpp/build`，使用 GGUF，可用 DSpark | `llamacpp` | [llama.cpp 指南](./llamacpp_deploy_zh.md) | | CPU、本地 GPU 或 Apple Silicon，选择 Ollama | Ollama ≥0.40.12，使用 GGUF，可用 DSpark | `ollama` | [Ollama 部署指南](./ollama_deploy_zh.md) | | 已有兼容推理服务 | 复用服务，只装 SDK | 按服务协议选择 | 本文第 8 节 | | 第 8 节已跑通全页解析，要开本地页面 | 复用 `.minicpm-ocr` 和已有识别服务 | 按识别服务 | [Web Demo 部署教程](./webdemo_deploy_zh.md) 与本文第 10 节 | - SGLang 使用 `--backend sglang`；SDK 内部将 `sglang` 映射到 `openai` 兼容客户端，`list-backends` 不单独列出 SGLang。llama.cpp 用 `llamacpp`，Ollama 用 `ollama`（走 Ollama 原生 `/api/chat`，必须用 `--model` 指定已注册的模型名）；都不要复用 vLLM 特有请求字段。 …
Read the whole file at its exact version.
How to install
mdr add openbmb/minicpm-ocr/minicpmvocr-sdk@sha256:94a491c94b41a2b0The line at the top of this page pins the label git:20261029.928fb1c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jlqwibgfvyhxtbcq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Oct 27, 2026 and Oct 29, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261029.928fb1c latest | 2026-10-29 | 928fb1c | 35,627 B | B | view · diff |
| git:20261029.e548d3c | 2026-10-29 | e548d3c | 27,025 B | B | view · diff |
| git:20261029.313b69e | 2026-10-29 | 313b69e | 33,571 B | B | view · diff |
| git:20261029.f54cf2e | 2026-10-29 | f54cf2e | 24,971 B | B | view · diff |
| git:20261029.f4e2ffb | 2026-10-29 | f4e2ffb | 24,967 B | B | view · diff |
| git:20261027.8a16a6a | 2026-10-27 | 8a16a6a | 18,999 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:18499)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (35627 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
openbmb/minicpm-ocr · 828 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jlqwibgfvyhxtbcq GET https://markdownregistry.com/api/v1/resolve?ref=openbmb/minicpm-ocr/minicpmvocr-sdk GET https://markdownregistry.com/api/v1/blob/94a491c94b41a2b028c5e666627e06c629e430f0709c435dd4154a7c8279bec5
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.