Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/seed-forge/harness-ai-kitnpx agentmods add skills/seed-forge/harness-ai-kit/devlab-integration-fullstackWrote 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/skills/seed-forge/harness-ai-kit/devlab-integration-fullstack)<a href="https://agentmods.dev/skills/seed-forge/harness-ai-kit/devlab-integration-fullstack"><img src="https://agentmods.dev/badge/skills/seed-forge/harness-ai-kit/devlab-integration-fullstack/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/skills/seed-forge/harness-ai-kit/devlab-integration-fullstack"><img src="https://agentmods.dev/badge/skills/seed-forge/harness-ai-kit/devlab-integration-fullstack.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 41 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium Data Exfiltration · line 265 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 287 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00042 | $0.05469 |
| Opus 5.5 | $0.00017 | $0.02188 |
| Sonnet 5.5 | $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 1mo 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.
- 1mo 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 (25 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 42 tokens to every session and 5,469 once invoked, about $0.0002 per session on Opus 5.5. 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.
Other skills, from other repositories
api-tester
Test and document API endpoints - validate responses, check status, generate examples.
api-tester
A tool for creating and checking API tests from the real API contract and implementation. An API is the agreed way that software sends requests and receives responses.
backend/testing-guide
A guide for writing backend tests: small unit tests, tests that check connected parts such as an API and database, and end-to-end tests that follow a complete user flow.
endpoint-probe
Probes each major Agent Monitor API route — /api/stats, /api/analytics, /api/sessions, /api/pricing/cost, /api/workflows/runs, /api/cc-config/overview — and reports each one's HTTP status, latency, and response shape, flagging which are reachable. Use to verify a dashboard install is wired up correctly.
qa
Exercise the delivered customer journey using real runtime or browser evidence. Use for functional acceptance testing after implementation, including failure paths.
contract-test-writer
Writes consumer-driven contract tests at service and API boundaries - Pact consumer tests, provider verification, broker publishing, and can-i-deploy gates - so an incompatible change fails a build instead of breaking integrations in production. Use when someone asks "how do I stop the backend breaking my client"…