Pytorch Patterns
affaan-m/ECC/pi/core/skills/pytorch-patternsby affaan-mef648e01899ba3e8dc6371642deaaf64b4477775No license275K starsListed Oct 9, 2026Updated Oct 9, 2026Repository updated 4 days ago
PyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading. Use when writing or reviewing PyTorch training loops, model architectures, or data loading, or when a run will not reproduce.
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| SKILL.md | 11.5 KB | text/markdown |
Source and attribution
Source:affaan-m/ECCinpi/core/skills/pytorch-patternsat commitef648e0
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from affaan-m/ECC
Unified Notifications Ops
affaan-m
Designs a unified notification policy that classifies, routes, deduplicates and escalates alerts across GitHub, Linear, hooks and chat.
Verification Loop
affaan-m
Runs a six-phase code verification loop and produces a PASS/FAIL readiness report.
Ui To Vue
affaan-m
Converts batches of UI design screenshots into Vue 3 components using Vant, Element Plus, or Ant Design Vue.
Unified Memory
affaan-m
Guides agents in sharing durable context and handoffs between harnesses through the local ECC Memory Vault.
Visa Doc Translate
affaan-m
OCR-translates visa document images into English and produces a bilingual PDF with the original image and translation.
Team Builder
affaan-m
Interactive picker that discovers agent personas, lets a user select up to five, runs them in parallel on one task, and synthesizes the results.
More in Software Development
Playground
anthropics
Builds self-contained interactive HTML playgrounds with controls, live preview, and copyable prompt output.
M5 Onboard
anthropics
Provisions M5Stack ESP32 boards by detecting them on USB, flashing UIFlow 2.0 firmware, and installing a MicroPython app bundle.
Cardputer Buddy
anthropics
Guides iterating on a Cardputer-Adv MicroPython app bundle: adding apps, pushing files over USB-serial, tailing logs, and running REPL commands.
Web Design Guidelines
vercel-labs
Reviews UI code against Web Interface Guidelines fetched from a remote source and reports findings as file:line entries.
Vercel React Native Skills
vercel-labs
React Native and Expo best-practice rules covering list performance, animation, navigation, UI patterns, state, and monorepo setup.
Vercel React Best Practices
vercel-labs
Vercel's React and Next.js performance guidelines, organized as 70 rules for writing, reviewing, and refactoring code.