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Agent Skill · 研究检索

hybrid-cloud-test-gen(混合云测试生成器)

用于辅助测试设计、自动化测试、用例整理和回归验证。它适合让 Agent 编写单元测试、端到端测试、测试计划或根据失败日志定位问题。使用时需要确认项目测试框架、运行命令和夹具数据,避免为了通过测试而改坏真实逻辑;涉及浏览器或外部服务时,应区分本地模拟、测试环境和生产环境。

hybrid-cloud-test-gen 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 42,785。

总安装 1,042周安装 43GitHub Stars 43,674下载 341核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:hybrid-cloud-test-gen(混合云测试生成器)
来源仓库:https://github.com/getsentry/sentry
仓库路径:skills/hybrid-cloud-test-gen
安装命令:
npx skills add https://github.com/getsentry/sentry --skill hybrid-cloud-test-gen
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/getsentry/sentry --skill hybrid-cloud-test-gen

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于辅助测试设计、自动化测试用例整理和回归验证。适合编写单元测试、端到端测试或根据日志定位问题。使用时需确认项目测试框架、运行命令和夹具数据。涉及浏览器或外部服务时应区分模拟环境与生产环境。hybrid-cloud-test-gen 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/hybrid-cloud-test-gen

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/getsentry/sentry --skill hybrid-cloud-test-gen;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

hybrid-cloud-test-gen 怎么安装?

在终端执行 npx skills add https://github.com/getsentry/sentry --skill hybrid-cloud-test-gen。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

hybrid-cloud-test-gen 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

hybrid-cloud-test-gen 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

hybrid-cloud-test-gen 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

hybrid-cloud-test-gen 用的人多吗?

公开数据是累计安装 1,042 次,近一周安装 43 次,下载 341 次,GitHub 43,674 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

hybrid-cloud-test-gen 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 来源仓库有 43,674 星,维护活跃度相对可查。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
hybrid-cloud-test-gen

混合云测试生成器 · 本页

1,04243,674需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Hybrid Cloud Test Generation

This skill generates tests for Sentry's hybrid cloud architecture. It covers RPC services, API gateway proxying, outbox patterns, and endpoint silo decorators.

Critical Constraints

ALWAYS use factory methods (self.create_user(), self.create_organization()) — never Model.objects.create().
NEVER wrap factory method calls in assume_test_silo_mode or assume_test_silo_mode_of. Factories are silo-aware and handle silo mode internally. Only use silo mode context managers for direct ORM queries (Model.objects.get/filter/count/exists/delete).
ALWAYS use pytest-style assertions (assert x == y) — never self.assertEqual().
ALWAYS add tests to existing test files rather than creating new ones, unless no file exists for that module.
For cross-silo ORM access: use assume_test_silo_mode_of(Model) when accessing a single model (auto-detects silo). Use assume_test_silo_mode(SiloMode.X) when the block covers multiple models or non-model operations.
Use TestCase for most tests, including those using outbox_runner(). Only use TransactionTestCase when tests need real committed transactions (threading, concurrency, multi-process scenarios).
NEVER use from __future__ import annotations in test files that deal with RPC models.

Step 1: Identify Test Category

Determine which category of HC test to generate based on the user's request:

SignalCategoryGo To
RPC service, service method, serialization round-trip, dispatchRPC Service TestsStep 3
API gateway, proxy, middleware, forwardingAPI Gateway TestsStep 4
Outbox, cross-silo message, ControlOutbox, CellOutbox, outbox drainOutbox Pattern TestsStep 5
API endpoint with silo decorator, endpoint test, permission checkEndpoint Silo TestsStep 6

If the signal is ambiguous, ask the user to clarify which category.

Step 2: Gather Context

Before generating any test:

  1. Read the source module being tested. Determine its silo mode by checking for @cell_silo_endpoint, @control_silo_endpoint, local_mode = SiloMode.X, or @cell_silo_model/@control_silo_model decorators.
  2. Find the existing test file using the mirror path convention:

- src/sentry/foo/bar.py → tests/sentry/foo/test_bar.py - src/sentry/foo/services/bar/service.py → tests/sentry/foo/services/test_bar.py - src/sentry/foo/services/bar/impl.py → tests/sentry/foo/services/test_bar.py

  1. Read the existing test file to understand what's already tested, what base classes are used, and what patterns are established.
  2. Read source method signatures to understand parameters, return types, and which RPC models are involved.

Step 3: Generate RPC Service Tests

Load references/rpc-service-tests.md for complete templates and patterns.

RPC service tests must cover:

  • Silo compatibility: @all_silo_test ensures the service works across all silo modes
  • Serialization round-trip: dispatch_to_local_service verifies args/return survive serialization
  • Field accuracy: Field-by-field comparison of RPC model against ORM object
  • Error handling: Not-found returns, disabled methods, remote exception wrapping
  • Cross-silo effects: outbox_runner() + assume_test_silo_mode for propagation checks

Quick Reference — Decorator & Base Class

ScenarioDecoratorBase Class
Standard RPC service@all_silo_testTestCase
RPC with named cells@all_silo_test(cells=create_test_cells("us"))TestCase
RPC with member mapping assertions@all_silo_testTestCase, HybridCloudTestMixin

Step 4: Generate API Gateway Tests

Load references/api-gateway-tests.md for complete templates and patterns.

API gateway tests verify that requests to control-silo endpoints are correctly proxied to the appropriate cell. They must cover:

  • Proxy pass-through: Requests forwarded with correct params, headers, body
  • Query parameter forwarding: Multi-value params preserved
  • Error proxying: Upstream errors forwarded correctly
  • Streaming responses: close_streaming_response() for reading proxied response body

Quick Reference — Decorator & Base Class

ScenarioDecoratorBase Class
Standard gateway test@control_silo_test(cells=[ApiGatewayTestCase.CELL], include_monolith_run=True)ApiGatewayTestCase

Step 5: Generate Outbox Pattern Tests

Load references/outbox-tests.md for complete templates and patterns.

Outbox tests verify that cross-silo messages are created, drained, and produce the expected side effects. They must cover:

  • Outbox creation: Verify correct outbox records with outbox_context(flush=False)
  • Outbox processing: outbox_runner() drains pending messages
  • Cross-silo side effects: assume_test_silo_mode_of(Model) to check replica/mapping state
  • Idempotency: Draining the same shard twice produces no duplicates

Quick Reference — Decorator & Base Class

ScenarioDecoratorBase Class
Control outbox test@control_silo_testTestCase
Cell outbox test@cell_silo_testTestCase
Outbox with threading/concurrency(none)TransactionTestCase

Step 6: Generate Endpoint Silo Tests

Load references/endpoint-silo-tests.md for complete templates and patterns.

Endpoint silo tests verify that API endpoints work correctly under their declared silo mode. They must cover:

  • Correct silo decorator: Match endpoint → test decorator
  • Cross-silo data setup: Create data using factory methods (no silo wrapper needed)
  • Permission checks: Verify 401/403 for unauthorized access
  • Response accuracy: Verify response body matches expected data

Quick Reference — Decorator Mapping

Endpoint DecoratorTest Decorator
@cell_silo_endpoint@cell_silo_test
@control_silo_endpoint@control_silo_test
@control_silo_endpoint (with proxy)@control_silo_test(cells=create_test_cells("us"))
No decorator (monolith-only)@no_silo_test

Step 7: Validate

Before presenting the generated test, verify against this checklist:

  • Correct silo decorator on test class
  • assume_test_silo_mode_of(Model) for single-model ORM access; assume_test_silo_mode(SiloMode.X) for multi-model/non-model ORM blocks
  • Factory methods (self.create_*) are NEVER wrapped in assume_test_silo_mode
  • Factory methods used — never Model.objects.create()
  • pytest-style assertions only (assert x == y)
  • Correct base class (TestCase for most tests; TransactionTestCase only for threading/concurrency)
  • Imports are correct and minimal
  • Test file at correct mirror path
  • Test methods have descriptive names (test_<action>_<scenario>)
  • Run command: pytest -svv --reuse-db tests/sentry/path/to/test_file.py

Key Imports Quick Reference

# Silo decorators
from sentry.testutils.silo import (
    all_silo_test,
    control_silo_test,
    cell_silo_test,
    no_silo_test,
    assume_test_silo_mode,
    assume_test_silo_mode_of,
    create_test_cells,
)

# Base classes
from sentry.testutils.cases import TestCase, TransactionTestCase, APITestCase

# Cross-silo utilities
from sentry.testutils.outbox import outbox_runner
from sentry.testutils.hybrid_cloud import HybridCloudTestMixin
from sentry.silo.base import SiloMode

# RPC testing
from sentry.hybridcloud.rpc.service import dispatch_to_local_service

# API gateway testing
from sentry.testutils.helpers.apigateway import ApiGatewayTestCase, verify_request_params

# Outbox models
from sentry.hybridcloud.models.outbox import ControlOutbox, CellOutbox, outbox_context
from sentry.hybridcloud.outbox.category import OutboxCategory, OutboxScope

Context Manager Quick Reference

# Use ONLY for direct ORM queries — never for factory calls
assume_test_silo_mode(SiloMode.CONTROL)     # Switch to control silo for ORM access
assume_test_silo_mode(SiloMode.CELL)        # Switch to cell silo for ORM access
assume_test_silo_mode_of(ModelClass)        # Switch to silo matching model's silo mode

outbox_runner()                             # Drain all pending outboxes on exit
outbox_context(flush=False)                 # Create outboxes without flushing
override_cells(cells)                       # Override active cell config
override_settings(SILO_MODE=SiloMode.X)     # Override Django settings
override_options({"key": value})            # Override Sentry options

平台分布

Codex

34.55%
按下载量换算118

Claude

29.6%
按下载量换算101

Cursor

18.17%
按下载量换算62

Gemini CLI

10.33%
按下载量换算35

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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