AutoGLM-GUI is a web interface that lets an AI operate Android devices through chat, live screen control, and Android Debug Bridge connections. It is intended for personal automation and scheduled tasks across one or more phones or emulators, and can be deployed remotely. The catalogue add-ons provide agent instructions and commands for using the tool.
Borrowing it
Nothing to install: this file belongs to suyiiyii/AutoGLM-GUI. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/suyiiyii/AutoGLM-GUI/main/AGENTS.mdgit clone --depth 1 https://github.com/suyiiyii/AutoGLM-GUIWrote 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.
[](https://agentmods.dev/instructions/suyiiyii/autoglm-gui/agents-md)<a href="https://agentmods.dev/instructions/suyiiyii/autoglm-gui/agents-md"><img src="https://agentmods.dev/badge/instructions/suyiiyii/autoglm-gui/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.
<a href="https://agentmods.dev/instructions/suyiiyii/autoglm-gui/agents-md"><img src="https://agentmods.dev/badge/instructions/suyiiyii/autoglm-gui/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01591 | $0.01591 |
| Opus 5.5 | $0.00636 | $0.00636 |
| Sonnet 5.5 | $0.00318 | $0.00318 |
| Haiku 4.5 | $0.00159 | $0.00159 |
Grade A, and why
AutoGLM-GUI 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 14d 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.
How it starts
The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project context
- AutoGLM-GUI is an AI-driven Android automation project with a Python backend and separate frontend/electron apps.
- Backend code lives in
AutoGLM_GUI/(API entrypoint examples:AutoGLM_GUI/api/__init__.py, CLI entry:AutoGLM_GUI/__main__.py). - Web frontend lives in
frontend/(entry:frontend/src/main.tsx), desktop packaging lives inelectron/. - Build/lint orchestration scripts are in
scripts/(scripts/lint.py,scripts/build.py,scripts/build_electron.py). - Tests are in
tests/andtests/e2e/(example:tests/test_metrics.py,tests/e2e/test_local_e2e.py).
Setup
- Required Python:
>=3.11(frompyproject.toml). - Node/pnpm: Node.js
24LTS andpnpmare recommended, matching lint/E2E CI. Desktop development and packaging require Node.js>=22.12because of@electron/rebuild(seeCONTRIBUTING.md). - Required tools:
uv(dependency sync and task runner),adbin PATH (fromCONTRIBUTING.md). - Install backend dependencies (repo root):
uv sync - Install frontend dependencies:
cd frontend && pnpm install - Optional Electron dependencies (when working on desktop app):
cd electron && pnpm install - Start backend dev server:
uv run autoglm-gui --base-url http://localhost:8080/v1 --reload - Start frontend dev server:
cd frontend && pnpm dev
Commands
Lint
- Quick (backend only, check mode):
uv run python scripts/lint.py --backend --check-only - Quick (frontend only, check mode):
uv run python scripts/lint.py --frontend --check-only - Full (check mode):
uv run python scripts/lint.py --check-only
Format
- Full auto-fix (backend + frontend):
uv run python scripts/lint.py - Backend format check:
uv run ruff format --check --diff - Backend format apply:
uv run ruff format - Frontend format check:
cd frontend && pnpm format:check - Frontend format apply:
cd frontend && pnpm format
Typecheck
- Backend typecheck:
uv run pyright AutoGLM_GUI/ - Frontend typecheck:
cd frontend && pnpm type-check
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.
- 14d ago Changed · +12 tokens per session 73cfdd86a82c
- 2mo ago First seen · 106 lines · 1,579 tokens per session scan A a1826dc524f9
AutoGLM-GUI AGENTS.md is an instructions file published in the GitHub repository suyiiyii/AutoGLM-GUI (1,136 stars, last pushed yesterday), licensed Apache-2.0. It adds 1,591 tokens to every session, about $0.0064 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.
AutoGLM-GUI AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| AutoGLM-GUI AGENTS.mdsuyiiyii/AutoGLM-GUI | Instructions file | 1.1k | yesterday | Apache-2.0 | A | 1,591 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |