astron-rpa: Instructions file for Codex

AGENTS.md

astron-rpa AGENTS.md is an instructions file for Codex, OpenCode from iflytek/astron-rpa. It costs 1,348 tokens per session, scanned A, original, Apache-2.0.

A project guide for AstronRPA, a Windows-focused system for automating desktop, web, and business tasks. It explains the server, client, multi-language monorepo, tools, and common commands.

In plain words
What is it for?
Use it when changing backend services, the Python automation engine, the Vue frontend, Docker setup, or the shared project workflow.
Why use it?
It gives coding agents the context needed to work safely across the Java, Python, and Vue parts of the project.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

This is iflytek/astron-rpa's own configuration. It tells Codex and OpenCode how to work on astron-rpa itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything astron-rpa configures →

About the project

AstronRPA is a desktop robotic-process-automation application for visually creating workflows that operate desktop software and websites. Individuals and enterprises use its low-code and no-code tools to automate business processes, while Astron Agent can call its workflow nodes and use agent workflows. The catalogue instruction supports working with this automation platform.

iflytek/astron-rpa · 5,262 stars · on GitHub · iflyrpa.com

Reuse

Borrowing it

Nothing to install: this file belongs to iflytek/astron-rpa. 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/iflytek/astron-rpa/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/iflytek/astron-rpa

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 1,348 This file is loaded in full into every session.
When invoked 1,348 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.01348 $0.01348
Opus 5.5 $0.00539 $0.00539
Sonnet 5.5 $0.00270 $0.00270
Haiku 4.5 $0.00135 $0.00135

Measured 1mo ago against content hash e909e6cffc1a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

astron-rpa 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 1mo 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 · 125 lines

How it starts

The opening of the file, as written. The whole thing — 125 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md

Guidance for AI coding agents working in the astron-rpa (AstronRPA) repository — an agent-ready RPA suite with out-of-the-box automation tools for desktop applications, web systems, and business-process automation.

AstronRPA uses a server–client architecture: server components run via Docker, and the client (RPA engine + desktop app) is packaged and run on the machine that executes RPA tasks. The client toolchain is Windows-first.

Project layout

This is a multi-language monorepo driven by a unified Makefile (with modular includes under makefiles/).

  • backend/ — server-side microservices (deployed via Docker Compose):
    • robot-service/, resource-service/, rpa-auth/ — Java / Spring Boot services (Maven; each ships checkstyle.xml, pmd-ruleset.xml, spotbugs-exclude.xml).
    • ai-service/, openapi-service/ — Python services (managed with uv).
  • engine/ — the Python RPA execution engine (managed with uv, linted with ruff): main.py, components/ (RPA components), servers/, shared/.
  • frontend/ — pnpm workspace monorepo (Vue 3 + TypeScript, Vitest, ESLint, i18n under locales/). Notable packages under frontend/packages/: electron-app (desktop client), web-app (web console), browser-plugin, auth-app, cli, components, shared.
  • docker/ — Docker Compose manifests for the server stack.
  • makefiles/ — modular Make components (common.mk, python.mk, java.mk, typescript.mk, go.mk, git.mk).
  • resources/ — packaged client resources. docs/, FAQ.md, BUILD_GUIDE.md — documentation.

Toolchain

  • Python 3.13.x + uv 0.8+ — RPA engine and Python services.
  • Node.js 22+ + pnpm 9+ — frontend workspace.
  • Java JDK 8+ + Maven — Java backend services.
  • Docker & Docker Compose — server deployment.
  • Windows client packaging also needs SWIG (Python↔C/C++ bindings, e.g. pywinhook) and 7-Zip (deployment archives). See BUILD_GUIDE.md.

Read the full file on GitHub · 125 lines

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. 1mo ago Changed · +3 lines · +35 tokens per session e909e6cffc1a
  2. 1mo ago Changed · +1 lines · +8 tokens per session fb67b393e37c
  3. 2mo ago First seen · 121 lines · 1,305 tokens per session scan A 57307f710462

Subscribe to this mod's changes

astron-rpa AGENTS.md is an instructions file published in the GitHub repository iflytek/astron-rpa (5,262 stars, last pushed 4d ago), licensed Apache-2.0. It adds 1,348 tokens to every session, about $0.0054 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 2026-08-30.

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