Test Generation

Test Generation is an instructions file for GitHub Copilot from Fu-Jie/openwebui-extensions. It costs 851 tokens per session, scanned A, original, MIT.

A set of instructions for generating Pytest tests for OpenWebUI plugins. Pytest is a Python tool for running automated tests, and the instructions cover test locations, fixtures, mocking, and safe model use.

In plain words
What is it for?
Writing unit tests in the tests directory, creating integration or debugging scripts, sharing fixtures, mocking plugin dependencies, and selecting permitted low-cost models when tests call an AI model.
Why use it?
It gives test code a consistent structure and prevents tests from depending on real OpenWebUI internals or unnecessarily expensive AI models.

Instructions file for GitHub Copilot

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.

agentmods
npx agentmods add instructions/fu-jie/openwebui-extensions/test-generation
Clone the repo
git clone --depth 1 https://github.com/Fu-Jie/openwebui-extensions

Made for: GitHub Copilot.

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 Test Generation

README.md
[![agentmods](https://agentmods.dev/badge/instructions/fu-jie/openwebui-extensions/test-generation.svg)](https://agentmods.dev/instructions/fu-jie/openwebui-extensions/test-generation)
Your own site
<a href="https://agentmods.dev/instructions/fu-jie/openwebui-extensions/test-generation"><img src="https://agentmods.dev/badge/instructions/fu-jie/openwebui-extensions/test-generation.svg" alt="Measured on agentmods" height="20"></a>
Per session 851 This file is loaded in full into every session.
When invoked 851 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00851 $0.00851
Opus 5 $0.00426 $0.00426
Sonnet 5 $0.00170 $0.00170
Haiku 4.5 $0.00085 $0.00085

Measured 3d ago against content hash dbfed7ff996b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

Test Generation 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 3d 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.

.github/instructions/test-generation.instructions.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Test Generation Instructions

You are an expert SDET (Software Development Engineer in Test) writing tests for the openwebui-extensions repository. Follow these comprehensive guidelines to ensure robust, reliable, and cost-effective testing.

1. Test Structure & Placement

  • Unit Tests: Place in the tests/ directory at the root of the repository. Name files test_<module>.py.
  • Integration/Debug Scripts: Place in plugins/debug/<plugin_name>/. Name files debug_<feature>.py or inspect_<feature>.py.
  • Fixtures: Use conftest.py for shared fixtures (e.g., mock users, mock emitters, mock database sessions).

2. Model Usage & Cost Control (CRITICAL)

When writing tests or debug scripts that actually invoke an LLM:

  • Allowed Models: You MUST use low-cost models: gpt-5-mini (Preferred) or gpt-4.1.
  • Forbidden: NEVER use expensive models (like gpt-4-turbo, claude-3-opus) in automated tests unless explicitly requested by the user.
  • API Keys: Never hardcode API keys. Always read from environment variables (os.getenv("OPENAI_API_KEY")) or a .env file.

3. Mocking OpenWebUI Internals

OpenWebUI plugins rely heavily on injected runtime variables. Your tests must mock these accurately:

  • __user__: Mock as a dictionary. Always test both with a full user object and an empty/None object to ensure fallback logic works.
    mock_user_en = {"id": "u1", "name": "Alice", "language": "en-US"}
    mock_user_zh = {"id": "u2", "name": "Bob", "language": "zh-CN"}
    mock_user_none = None
    
  • __event_emitter__: Mock as an async callable that records emitted events for assertion.
    async def mock_emitter(event: dict):
        emitted_events.append(event)
    
  • __event_call__: Mock as an async callable. To test Antigravity timeout guards, you must occasionally mock this to sleep longer than the timeout (e.g., await asyncio.sleep(3.0)) to ensure asyncio.wait_for catches it.

4. Testing Async Code

  • All OpenWebUI plugin entry points (action, inlet, outlet) are asynchronous.
  • Use @pytest.mark.asyncio for all test functions.
  • Ensure you await all plugin method calls.

Read the full file on GitHub · 55 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. 3d ago First seen · 55 lines · 851 tokens per session scan A dbfed7ff996b

Subscribe to this mod's changes

Test Generation is an instructions file published in the GitHub repository Fu-Jie/openwebui-extensions (302 stars, last pushed 1mo ago), licensed MIT. It adds 851 tokens to every session, about $0.0043 per session on Opus 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.