MindSpore API Helper

VerifiedSafe

Provides information about MindSpore API call chains and basic knowledge. Useful for questions about mint.* and tensor.* operators, forward/backward operations, and API call sequences.

Sby Skills Guide Bot
Data & AIIntermediate
1006/2/2026
Claude Code
#mindspore#api#operators#deep-learning

Recommended for

Our review

Helps users understand MindSpore API call chains and operators such as mint.* and tensor.*.

Strengths

  • Provides structured call-chain documentation
  • Covers forward/backward operators
  • MindSpore-specific for precise answers

Limitations

  • Requires a local reference file
  • Only covers MindSpore, not general AI
When to use it

When you have questions about MindSpore APIs, especially mint.*, tensor.*, or call chains.

When not to use it

For general deep learning framework questions or non-MindSpore APIs.

Security analysis

Safe
Quality score65/100

The skill only instructs to read a reference markdown file and display answer; no tool usage, network calls, or destructive actions are involved.

No concerns found

Examples

Explain mint.add
How does mint.add work? What is its call chain?
Tensor transpose call chain
What is the call chain for tensor.transpose?
Forward vs backward operators
How are forward and backward operators related in MindSpore?

name: api-helper description: Auto-invoked when users ask mindspore api questions. such as mint., tensor., forward, backward, cpu/gpu/npu.

API Helper

This skill helps you understand MindSpore's API call chain and basic knowledage.

When to Use

Use this skill when:

  • Questions about mint., or tensor. operators.
  • Questions about forward/backward operator/API
  • Questions about API call chains

Instructions

Step 1: read ./reference/mindspore_api_call_chain.md

Step 2: display answer

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