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/mgdaaslab/wharttest/api-automation-skillnpx skills add MGdaasLab/WHartTest --skill api-automation-skillgit clone --depth 1 https://github.com/MGdaasLab/WHartTestWrote 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/mgdaaslab/wharttest/api-automation-skill)<a href="https://agentmods.dev/skills/mgdaaslab/wharttest/api-automation-skill"><img src="https://agentmods.dev/badge/skills/mgdaaslab/wharttest/api-automation-skill.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00104 | $0.06386 |
| Opus 5 | $0.00052 | $0.03193 |
| Sonnet 5 | $0.00021 | $0.01277 |
| Haiku 4.5 | $0.00010 | $0.00639 |
Grade A, and why
api-automation 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 6d 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.
The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
3 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.
- 6d ago First seen · 490 lines · 104 tokens per session scan A 1b45c313a7ff
api-automation is a skill published in the GitHub repository MGdaasLab/WHartTest (1,024 stars, last pushed 9d ago), with no licence file. It adds 104 tokens to every session and 6,386 once invoked, about $0.0005 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.
Other skills, from other repositories
Agentic Testing Patterns
AI-first testing methodology where autonomous agents plan, generate, execute, and maintain test suites with minimal human intervention, covering agent orchestration, feedback loops, and intelligent test prioritization.
AI Test Generation Patterns
Systematic patterns for prompting AI coding agents to generate high-quality tests including prompt engineering for test creation, coverage-driven generation, mutation-aware testing, and review checklists for AI-generated test code.
Agent Browser Automation
Fast Rust-based headless browser automation CLI with Node.js fallback for AI agents, featuring navigation, clicking, typing, snapshots, and structured commands optimized for agent workflows.
Geb Testing
Browser automation testing with Geb framework for Groovy/JVM using jQuery-like content DSL, Page Object pattern, Spock integration, and WebDriver abstraction.
api-test-E10
当前 test-automation 项目内置的接口自动化编写 skill，物理位置 .claude/skills/api-test-E10/。用于在 \test-automation\E10自动化\接口自动化测试 中新增、维护、补齐、迁移接口测试方法与 pytest 用例。触发场景包括：新增接口方法、新增接口测试用例、参考 Java Controller 源码或 Jacoco 报告补齐未覆盖接口、维护已有接口方法与用例、补齐参数化、修复接口断言、按指定位置插入代码、按 URL 查重复实现、处理 UTF-8 中文编码、执行 pytest 并根据真实报错循环修复直到通过。运行时产物统一放在项目根 apitestdwptemp/…
Browser-Use Automation
CLI tool for persistent browser automation with multi-session support, featuring Chromium/Real/Remote browser modes, cookie management, JavaScript execution, and long-running automation workflows.