tao-list-capabilities

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Original

English

🇨🇳

Translation

Chinese

TAO Skill Bank Capabilities

TAO Skill Bank 功能

Use this skill when the user asks what

tao-skill-bank

can do, asks for plugin capabilities, asks which application or data workflows are available, asks which models are supported, or asks what models are capable with AutoML.

当用户询问

tao-skill-bank

能做什么、插件功能、可用的应用或数据工作流、支持的模型，或者哪些模型支持AutoML时，使用此技能。

Quick Start

快速开始

Run

scripts/list_tao_capabilities.py

for general capability questions, or

scripts/list_tao_models.py

for model/action and AutoML support questions.

对于通用功能问题，运行

scripts/list_tao_capabilities.py

；对于模型/操作和AutoML支持问题，运行

scripts/list_tao_models.py

。

Capability Answers

功能回答

For a general capabilities answer, run the packaged helper:

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_capabilities.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --format text

Use the helper output as the source of truth for the answer instead of manually enumerating capabilities from this skill or plugin metadata. Include:

Every top-level application workflow under
```
applications/
```
and what it can do.
Every top-level data workflow under
```
data/
```
and what it can do.
Supported execution platforms from
```
scripts/list_tao_platforms.py
```
.
The fine-tuning/deployment workflow coverage for models under
```
models/
```
: train, evaluate, inference, export, and TensorRT engine generation when those actions are present in the packaged schema manifest.
AutoML support and the AutoML train-schema gate.

对于通用功能问题，运行打包的辅助脚本：

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_capabilities.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --format text

以辅助脚本的输出作为回答的权威来源，而非手动枚举此技能或插件元数据中的功能。需包含：

```
applications/
```
下的所有顶级应用工作流及其功能。
```
data/
```
下的所有顶级数据工作流及其功能。
```
scripts/list_tao_platforms.py
```
中列出的支持的执行平台。
```
models/
```
下模型的微调/部署工作流覆盖范围：训练、评估、推理、导出以及TensorRT引擎生成（当这些操作存在于打包的架构清单中时）。
AutoML支持情况以及AutoML训练架构门限。

Model Lists

模型列表

When the user asks which TAO models are available or which actions a model can run, use the packaged model-list script instead of manually scanning model folders:

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_models.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --scope all --format text

The model list comes from

skills/models/schemas.manifest.json

当用户询问可用的TAO模型或模型可执行的操作时，使用打包的模型列表脚本，而非手动扫描模型文件夹：

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_models.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --scope all --format text

模型列表来自

skills/models/schemas.manifest.json

。

AutoML Lists

AutoML列表

When the user asks what models are capable with AutoML, use the same model-list script in AutoML mode, or the compatibility wrapper:

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_models.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --scope automl --format text

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_automl_support.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --format text

AutoML support requires

skills/models/<network>/schemas/train.schema.json

to be packaged with the plugin and parse successfully as JSON. If that dataclass schema is missing or invalid, do not describe the model as AutoML-supported.

当用户询问哪些模型支持AutoML时，使用相同的模型列表脚本并切换到AutoML模式，或使用兼容性包装器：

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_tao_models.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --scope automl --format text

bash

${TAO_SKILL_BANK_PATH:-~/tao-skills-external}/scripts/list_automl_support.py \
  --skill-bank ${TAO_SKILL_BANK_PATH:-~/tao-skills-external} --format text

AutoML支持要求插件中打包了

skills/models/<network>/schemas/train.schema.json

，且能成功解析为JSON。如果该数据类架构缺失或无效，则不要将该模型描述为支持AutoML。