Use for PocketTorch AutogradTensor, graph internals, backward traversal, gradient accumulation, autograd operations, finite-difference checks, and preserving Tensor as value-only.
EnglishUse for PocketTorch README, examples, planning documents, skills, current limits, API snippets, and keeping documentation aligned with implemented behavior and AGENTS.md.
EnglishUse for PocketTorch architecture, phase alignment, repository structure, dependency decisions, broad planning, and keeping the project small, honest, and aligned with AGENTS.md.
EnglishUse for PocketTorch Shape, Tensor, storage, indexing, tensor math, shape validation, broadcasting decisions, reductions, matrix operations, and numerical tensor tests.
EnglishUse for PocketTorch standalone C++ tests, CTest wiring, numerical tolerances, finite-difference checks, deterministic test data, regression coverage, and build verification.
English
AGENT SKILLS ATLASIncludes Autograd Engineer, Documentation Curator, Project Steward, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Autograd Engineer
Use for PocketTorch AutogradTensor, graph internals, backward traversal, gradient accumulation, autograd operations, finite-difference checks, and preserving Tensor as value-only.
Documentation Curator
Use for PocketTorch README, examples, planning documents, skills, current limits, API snippets, and keeping documentation aligned with implemented behavior and AGENTS.md.
Project Steward
Use for PocketTorch architecture, phase alignment, repository structure, dependency decisions, broad planning, and keeping the project small, honest, and aligned with AGENTS.md.
Tensor Engineer
Use for PocketTorch Shape, Tensor, storage, indexing, tensor math, shape validation, broadcasting decisions, reductions, matrix operations, and numerical tensor tests.
Verification Engineer
Use for PocketTorch standalone C++ tests, CTest wiring, numerical tolerances, finite-difference checks, deterministic test data, regression coverage, and build verification.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Autograd Engineer skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- License details are not provided in these listings. Check the author’s terms before using the skills.