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 commands/modelengine-group/fit-framework/testgit 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 | $0.00007 | $0.00532 |
| Opus 5 | $0.00003 | $0.00266 |
| Sonnet 5 | $0.00001 | $0.00106 |
| Haiku 4.5 | $0.00001 | $0.00053 |
Grade A, and why
test 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 yesterday.
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
Test Command
功能说明
执行完整的测试流程，包括单元测试、构建验证和集成测试。
用法：
/test- 执行完整测试流程
执行方式：
使用自动化测试脚本执行完整的测试流程：
./.agents/scripts/run-test.sh
测试流程包括：
- 清理构建产物 - 删除之前的 build 目录
- 执行单元测试和构建 - 运行
mvn clean install执行全量单元测试 - 创建动态插件目录 - 创建
dynamic-plugins目录 - 启动 FIT 服务 - 使用
build/bin/fit start启动服务 - 验证健康检查接口 - 访问
/actuator/plugins接口 - 验证 Swagger 文档 - 访问
/openapi.html页面 - 清理测试环境 - 停止服务并删除构建产物
测试报告：
脚本会自动生成测试报告，包含：
- ✅/✗ 单元测试结果
- ✅/✗ 构建状态
- ✅/✗ FIT 服务启动状态
- ✅/✗ 健康检查接口响应
- ✅/✗ Swagger 文档页面可访问性
日志输出：
所有测试日志保存在 .ai-workspace/logs/ 目录（已被 git 忽略）：
maven-build-{timestamp}.log- Maven 构建日志fit-server-{timestamp}.log- FIT 服务启动日志
下一步：
测试通过后，使用以下命令提交代码：
- Claude Code / OpenCode:
/commit - Gemini CLI:
/fit:commit - Codex CLI:
/prompts:fit-commit
注意事项：
- 端口冲突：确保 8080 端口未被占用
- 权限配置：测试脚本已在
.claude/settings.json中配置自动授权 - 完全自动化：整个测试流程无需手动确认，自动执行所有步骤
- 日志保留：测试日志在清理时会被保留在
.ai-workspace/logs/目录
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.
- yesterday First seen · 61 lines · 7 tokens per session scan A 9773a86aa06a
test is a command published in the GitHub repository ModelEngine-Group/fit-framework (2,117 stars, last pushed 5mo ago), licensed MIT. It adds 7 tokens to every session and 532 once invoked, about $0.0000 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 commands, from other repositories
me-han-hu-draft
Draft a technical manuscript section in Han Hu manuscript mode using the private calibrated style corpus and evidence-preserving engineering workflow.
me-cfd-review
Review thermal-fluid CFD setup, boundary conditions, mesh, wall treatment, convergence, validation, and whether the claims are supported.
me-code-sanity
Run a fast preflight on thermal-fluid research code for units, baselines, leakage, physics checks, and result traceability.
me-correlation-check
Check thermal-fluid equations, empirical correlations, and dimensionless groups for validity range, assumptions, units, and claim strength.
me-experiment-plan
Plan thermal-fluid experiments with instrumentation, calibration, uncertainty, repeatability, heat-loss correction, operating envelope, and safety checks.
me-lit-matrix
Build a thermal-fluid literature matrix organized by mechanism, method, metric, validity range, benchmark value, and unresolved gap.