devlab-integration-fullstack

A guide to testing complete business flows across a frontend, backend services, databases, and other connected systems. It uses tools such as Playwright, Jest, SuperTest, Testcontainers, and mock servers to test multi-service setups.

In plain words
What is it for?
Use it to map cross-service workflows, create end-to-end integration tests, test Docker Compose environments, verify service data flows, or check error and compensation scenarios.
Why use it?
A unit test can pass while the full flow fails between services. This helps describe those flows and check data movement, message-based systems, and recovery from distributed transactions.

Skill for Claude CodeCodex

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 skills/seed-forge/harness-ai-kit/devlab-integration-fullstack
Any agent
npx skills add seed-forge/harness-ai-kit --skill devlab-integration-fullstack
Clone the repo
git clone --depth 1 https://github.com/seed-forge/harness-ai-kit

Made for: Claude Code, Codex.

Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,469 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00042 $0.05469
Opus 5 $0.00021 $0.02735
Sonnet 5 $0.00008 $0.01094
Haiku 4.5 $0.00004 $0.00547

Measured 2d ago against content hash 537ff292f5c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

devlab-integration-fullstack 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 2d 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.

skills/devlab-integration-fullstack/SKILL.md · 743 lines

How it starts

The opening of the file, as written. The whole thing — 743 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Full Stack Integration Testing Expert Skill

专注前后端混合架构的端到端业务流程验证能力。

覆盖微服务联动、消息队列集成、分布式事务补偿等复杂场景。


触发条件

当用户提到以下关键词时触发此 Skill:

  • "全栈集成测试" / "full stack integration test"
  • "微服务端到端流程" / "microservice end-to-end workflow"
  • "跨服务数据流" / "cross-service data flow"
  • "事件驱动架构测试" / "event-driven architecture testing"
  • "分布式事务验证" / "distributed transaction validation"

技术栈依赖

核心 CLI

# E2E Testing
npm install -D @playwright/test

# Backend Testing
npm install -D jest supertest

# Infrastructure (Testcontainers)
npm install -D @testcontainers/postgresql @testcontainers/redis

AI Agent 初始化

npx playwright init-agents --loop=claude

功能范围

Phase 1: 跨服务业务流程映射

输入

  • 系统架构图(C4 模型或类似)
  • API 契约文档
  • 业务流程描述(User Journey)

输出

  • specs/workflows/*.md — 业务流程规格
  • specs/data-flow.md — 数据流图谱
  • specs/error-handling.md — 异常处理场景
Step 1.1: 服务拓扑分析
// services/service-graph-analyzer.ts

interface Service {
  id: string;
  name: string;
  type: 'api' | 'worker' | 'scheduler';
  endpoints?: Endpoint[];
}

interface Dependency {
  from: string;
  to: string;
  protocol: 'http' | 'grpc' | 'message';
  pattern: 'sync' | 'async' | 'saga';
}

class ServiceGraphAnalyzer {
  analyze(configs: any[]): { services: Service[], dependencies: Dependency[] } {
    const services = config.map(c => ({
      id: c.name,
      name: c.displayName,
      type: this.determineType(c),
      endpoints: this.extractEndpoints(c)
    }));
    
    const dependencies = this.extractDependencies(services, configs);
    
    return { services, dependencies };
  }
  
  extractDependencies(services: Service[], configs: any[]): Dependency[] {
    const deps: Dependency[] = [];
    
    configs.forEach(config => {
      // HTTP dependencies
      if (config.services?.forEach((target: string) => {
        deps.push({
          from: config.name,
          to: target,
          protocol: 'http',
          pattern: 'sync'
        });
      }));
      
      // Message queue dependencies
      if (config.topics?.length > 0) {
        config.topics.forEach(topic => {
          deps.push({
            from: config.name,
            to: topic,
            protocol: 'message',
            pattern: 'async'
          });
        });
      }
    });
    
    return deps;
  }
}

Read the full file on GitHub · 743 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago First seen · 743 lines · 42 tokens per session scan A 537ff292f5c5

Subscribe to this mod's changes

devlab-integration-fullstack is a skill published in the GitHub repository seed-forge/harness-ai-kit (21 stars, last pushed 5d ago), licensed Apache-2.0. It adds 42 tokens to every session and 5,469 once invoked, about $0.0002 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.

Related

Other skills, from other repositories

auth-web-cloudbase

CloudBase Web Authentication Quick Guide for frontend integration after auth-tool has already been checked. Provides concise and practical Web authentication solutions with multiple login methods and complete user management.

TencentCloudBase/CloudBase-AI-Toolkit · 38 tokens

fix-codesign-error

Slash command that inspects a macOS signing or entitlement failure and explains the minimum fix path. Invoke explicitly with /fix-codesign-error — this skill never self-triggers.

robinebers/openusage · 42 tokens

browse-and-evaluate

Use when exploring the ai-agent-skills catalog to find, compare, and evaluate skills before installing. Always use --fields to limit output size and --dry-run before committing to an install.

MoizIbnYousaf/Ai-Agent-Skills · 43 tokens

specflow-use

To connect Rosetta with Grid Dynamics SpecFlow MCP; only when SpecFlow is mentioned and the MCP is installed.

griddynamics/rosetta · 27 tokens

loop-engineering

Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a skill that iterates (search-verify-retry, scan-until-dry, fetch-retry-gate).

huytieu/COG-second-brain · 63 tokens

telnyx-messaging-hosted-curl

Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides REST API (curl) examples.

team-telnyx/ai · 45 tokens