explain

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Original

English

🇨🇳

Translation

Chinese

Explain MTHDS bundles

解释MTHDS bundle

Analyze and explain existing MTHDS method bundles in plain language.

以通俗易懂的语言分析并解释现有的MTHDS方法束。

Process

流程

Prerequisite: See CLI Prerequisites

前提条件：请查看CLI 前提条件

Step 1: Read the .mthds File

步骤1：读取.mthds文件

Read the entire bundle file to understand its structure.

完整读取束文件，了解其结构。

Step 2: Identify Components

步骤2：识别组件

List all components found in the bundle:

Domain: the
```
[domain]
```
declaration
Concepts: all
```
[concept.*]
```
blocks — note which are custom vs references to native concepts
Pipes: all
```
[pipe.*]
```
blocks — identify the main pipe and sub-pipes
Main pipe: declared in
```
[bundle]
```
section

列出束中所有组件：

领域（Domain）：
```
[domain]
```
声明
概念（Concepts）：所有
```
[concept.*]
```
块——注意区分自定义概念和对原生概念的引用
管道（Pipes）：所有
```
[pipe.*]
```
块——识别主管道和子管道
主管道：在
```
[bundle]
```
部分中声明

Step 3: Trace Execution Flow

步骤3：追踪执行流程

Starting from the main pipe, trace the execution path:

For PipeSequence: follow the
```
steps
```
array in order
For PipeBatch: identify
```
batch_over
```
and
```
batch_as
```
, then the inner pipe
For PipeParallel: list all branches
For PipeCondition: map condition → pipe for each branch
For PipeLLM / PipeExtract / PipeImgGen / PipeFunc: these are leaf operations

从主管道开始，追踪执行路径：

对于PipeSequence：按顺序遵循
```
steps
```
数组
对于PipeBatch：识别
```
batch_over
```
和
```
batch_as
```
，然后查看内部管道
对于PipeParallel：列出所有分支
对于PipeCondition：为每个分支映射条件→管道
对于PipeLLM / PipeExtract / PipeImgGen / PipeFunc：这些是叶子操作

Step 4: Present Explanation

步骤4：呈现解释

Structure the explanation as:

Purpose: one-sentence summary of what the method does
Inputs: list each input with its concept type and expected content
Output: the final output concept and what it contains
Step-by-step flow: walk through execution in order, explaining what each pipe does
Key concepts: explain any custom concepts defined in the bundle

将解释结构化为以下部分：

用途：用一句话总结该方法的作用
输入：列出每个输入及其概念类型和预期内容
输出：最终输出的概念及其包含的内容
分步流程：按顺序逐步讲解执行过程，解释每个管道的作用
关键概念：解释束中定义的所有自定义概念

Step 5: Generate Flow Diagram

步骤5：生成流程图

Create an ASCII diagram showing the execution flow:

[input_a, input_b]
        |
   main_sequence
   ├── step_one (PipeLLM) → intermediate_result
   └── step_two (PipeExtract) → final_output

Adapt the diagram style to the method structure (linear, branching, batched).

创建一个ASCII流程图展示执行流程：

[input_a, input_b]
        |
   main_sequence
   ├── step_one (PipeLLM) → intermediate_result
   └── step_two (PipeExtract) → final_output

根据方法结构（线性、分支、批处理）调整图表样式。

Step 6: Optional — Validate

步骤6：可选——验证

If the user wants to confirm the method is valid:

bash

mthds-agent pipelex validate <file>.mthds -L <bundle-dir>/

如果用户想要确认方法是否有效：

bash

mthds-agent pipelex validate <file>.mthds -L <bundle-dir>/

Step 7: Optional — Visual Graph

步骤7：可选——可视化图形

For an interactive visual graph, suggest running the method with

/run

using real inputs:

bash

mthds-agent pipelex run pipe <bundle-dir>/

This produces an interactive HTML visualization (

live_run.html

) next to the bundle alongside the execution results (graph is generated by default).

如需交互式可视化图形，建议使用真实输入通过

/run

运行该方法：

bash

mthds-agent pipelex run pipe <bundle-dir>/

这会在束文件旁生成一个交互式HTML可视化文件（

live_run.html

）以及执行结果（默认会生成图形）。

Reference

参考资料

CLI Prerequisites — read at skill start to check CLI availability
Error Handling — read when CLI returns an error to determine recovery
MTHDS Agent Guide — read for CLI command syntax or output format details
MTHDS Language Reference — read for concept definitions and syntax
Native Content Types — read when explaining what data flows through pipes (e.g., what attributes Page or Image content carries)

CLI 前提条件——技能启动时查看，检查CLI是否可用
错误处理——当CLI返回错误时查看，以确定恢复方式
MTHDS Agent 指南——查看CLI命令语法或输出格式详情
MTHDS 语言参考——查看概念定义和语法
原生内容类型——解释管道中流转的数据时查看（例如，Page或Image内容包含哪些属性）