Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp algorithm. Based on DeepSeek's 2025 paper (arXiv:2512.24880).

Compatible Agents

Claude Code

~/.claude/skills/

Codex CLI

~/.codex/skills/

Gemini CLI

~/.gemini/skills/

O

OpenCode

~/.opencode/skills/

O

OpenClaw

~/.openclaw/skills/

GitHub Copilot

~/.copilot/skills/

Cursor

~/.cursor/skills/

W

Windsurf

~/.codeium/windsurf/skills/

C

Cline

~/.cline/skills/

R

Roo Code

~/.roo/skills/

K

Kiro

~/.kiro/skills/

J

Junie

~/.junie/skills/

A

Augment Code

~/.augment/skills/

W

Warp

~/.warp/skills/

G

Goose

~/.config/goose/skills/