docai-custom-model

docai-custom-model is a command for Claude Code from TheLobbi/Claude-m. It costs 30 tokens per session (2,110 once invoked), scanned A, original, no licence file.

A command for building a custom Azure AI Document Intelligence model, which learns to extract specific information from your documents. It prepares and labels training data, trains and evaluates the model, and deploys it for production use.

In plain words
What is it for?
Use it to create an extractor for organization-specific forms or other custom documents.
Why use it?
It supports document types whose fields and layout are not covered by ready-made models.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the azure-document-intelligence plugin — 1 skill, 5 commands, 1 agent shipped together

Good fit Use it to create an extractor for organization-specific forms or other custom documents.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/thelobbi/claude-m/docai-custom-model
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/TheLobbi/Claude-m

Made for: Claude Code.

Or install azure-document-intelligence, the plugin that ships this one along with the rest of its 1 skill, 5 commands, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for docai-custom-model

README.md
[![agentmods](https://agentmods.dev/badge/commands/thelobbi/claude-m/docai-custom-model.svg)](https://agentmods.dev/commands/thelobbi/claude-m/docai-custom-model)
Your own site
<a href="https://agentmods.dev/commands/thelobbi/claude-m/docai-custom-model"><img src="https://agentmods.dev/badge/commands/thelobbi/claude-m/docai-custom-model.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,110 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.02110
Opus 5 $0.00015 $0.01055
Sonnet 5 $0.00006 $0.00422
Haiku 4.5 $0.00003 $0.00211

Measured 5d ago against content hash c6d12330397f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

docai-custom-model scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -o /dev/null -w "%{http_code}" "${CONTAINER_URL}&restype=container&comp=list&maxresults=5"
azure-document-intelligence/commands/docai-custom-model.md · 231 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 231 lines · 30 tokens per session scan A c6d12330397f

Subscribe to this mod's changes

docai-custom-model is a command published in the GitHub repository TheLobbi/Claude-m (14 stars, last pushed 11d ago), with no licence file. It adds 30 tokens to every session and 2,110 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.