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.
npx agentmods add skills/seed-forge/harness-ai-kit/devlab-integration-fullstacknpx skills add seed-forge/harness-ai-kit --skill devlab-integration-fullstackgit clone --depth 1 https://github.com/seed-forge/harness-ai-kitWhat 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 | $0.00042 | $0.05469 |
| Opus 5 | $0.00021 | $0.02735 |
| Sonnet 5 | $0.00008 | $0.01094 |
| Haiku 4.5 | $0.00004 | $0.00547 |
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.
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;
}
}
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.
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.
- 2d ago First seen · 743 lines · 42 tokens per session scan A 537ff292f5c5
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.
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