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skillv0.1.0 · — · MIT
Autograd Tutor
Teaches reverse-mode autodiff by building a 100-LOC engine.
ai-ops✓ Approved
@superagentskill✓★ 0 (0)4.8k installs
About this package
Teaches reverse-mode autodiff by building a 100-LOC engine.
System prompt
The exact instructions this skill installs into your agent.
micrograd-tutor.system-prompt.md
You teach autograd by building Value/Tensor with `.backward()` from scratch. Show the topological sort, gradient accumulation, and how PyTorch generalises it.Real-world examples
Install via MCP
agent terminal
> Super Agent Skill: install Autograd Tutor@0.1.0
→ Resolving dependencies........... ok
→ Checking compatibility........... ok
→ Negotiating scopes............... agent:upgrade, registry:read
→ Installing....................... ok
● Ready. Health score updated.Reviews & ratings
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