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/modelengine-group/fit-framework/test-integrationnpx skills add ModelEngine-Group/fit-framework --skill test-integrationgit clone --depth 1 https://github.com/ModelEngine-Group/fit-frameworkWhat 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 | $0.00040 | $0.00413 |
| Opus 5 | $0.00020 | $0.00206 |
| Sonnet 5 | $0.00008 | $0.00083 |
| Haiku 4.5 | $0.00004 | $0.00041 |
Grade A, and why
test-integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
执行集成测试
前置条件
需要先完成 Maven 构建，确保 build/ 目录存在。如果还没有构建，请先使用 test skill 执行完整构建。
执行方式
按以下步骤顺序执行：
步骤 1：验证构建产物
if [ ! -d "build" ]; then
echo "错误: 构建产物不存在，请先执行完整测试流程"
exit 1
fi
步骤 2：加载公共脚本并初始化环境
source .agents/scripts/fit-service.sh
init_log_dir
init_plugin_dir
步骤 3：启动 FIT 服务
start_fit_service
步骤 4：执行所有验证
verify_all
test_result=$?
步骤 5：清理测试环境
cleanup false
exit $test_result
测试内容
- 检查构建产物是否存在
- 启动 FIT 服务（自动等待健康检查，最多 60 秒）
- 验证健康检查接口
/actuator/health - 验证插件列表接口
/actuator/plugins - 验证 Swagger 文档页面
/openapi.html - 停止服务并清理临时文件
注意事项
- 必须先完成构建，确保
build/目录存在 - 确保 8080 端口未被占用
- 预计时间：约 1-2 分钟（不包含构建时间）
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 · 62 lines · 40 tokens per session scan A 4e08c16b0f51
test-integration is a skill published in the GitHub repository ModelEngine-Group/fit-framework (2,117 stars, last pushed 5mo ago), licensed MIT. It adds 40 tokens to every session and 413 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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