What is Invoice_Extractor AGENTS.md?

A project instruction file describing how to work on an invoice-extraction application, software that pulls invoice information from documents. It records the project’s tools, dependencies, structure, and coding guidance.

Use it to learn the required Python version, dependency-installation method, environment configuration, language-model backends, file layout, and testing commands.

It gives coding agents the project-specific context they need before making changes. This reduces setup mistakes and keeps work aligned with the application’s chosen technologies.

How jamesbmour/Invoice_Extractor configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to jamesbmour/Invoice_Extractor. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/jamesbmour/Invoice_Extractor/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/jamesbmour/Invoice_Extractor

Made for: Codex, OpenCode.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/jamesbmour/invoice_extractor/agents-md/github.svg)](https://agentmods.dev/instructions/jamesbmour/invoice_extractor/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/jamesbmour/invoice_extractor/agents-md"><img src="https://agentmods.dev/badge/instructions/jamesbmour/invoice_extractor/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/jamesbmour/invoice_extractor/agents-md"><img src="https://agentmods.dev/badge/instructions/jamesbmour/invoice_extractor/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 181 This file is loaded in full into every session.

When invoked 181 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original 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.

Model	Per session	Once invoked
Fable 5.1	$0.00181	$0.00181
Opus 5.5	$0.00072	$0.00072
Sonnet 5.5	$0.00036	$0.00036
Haiku 4.5	$0.00018	$0.00018

Measured 2mo ago against content hash e1e39e846e26, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Invoice_Extractor AGENTS.md scanned grade A with 0 findings 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 2mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 36 lines

What it actually says

AGENTS.md

Project overview

Preferences and dependencies

Use Python 3.12 or later
Install dependencies using pip:
```
pip install -r requirements.txt
```
Load environment variables from a .env file for API keys and configurations.
Use Ollama as the local LLM backend.

from langchain_ollama import ChatOllama, OllamaEmbeddings
from langchain_openai import ChatOpenAI

llm = ChatOllama(model='llama3.2')
embedding = OllamaEmbeddings(model='nomic-embed-text')

llm = ChatOpenAI(model="gpt-4.1-nano", max_tokens=500)

Project structure

Key files and their purposes

Build and test commands

Code style guidelines

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.

2mo ago First seen · 36 lines · 181 tokens per session scan A e1e39e846e26

Subscribe to this mod's changes

Invoice_Extractor AGENTS.md is an instructions file published in the GitHub repository jamesbmour/Invoice_Extractor (6 stars, last pushed 8mo ago), licensed Apache-2.0. It adds 181 tokens to every session, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Invoice_Extractor AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
Invoice_Extractor AGENTS.mdjamesbmour/Invoice_Extractor	Instructions file	6	8mo ago	Apache-2.0	A	181	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	5,649	GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	today	MIT	A	4,680	Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	3,093	GitHub Copilot
vscode ai-customization.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	1,907	GitHub Copilot

Invoice_Extractor: Instructions file for Codex