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sota-check

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By anthony-chaudhary/fak (GitHub) · coding · 48 stars · scanned at commit 4f8a160

One repeatable pass that stops fak from re-inventing known kernel art - before writing or optimizing a compute kernel (a quantized GEMM, a fused attention, a KV-cache reuse, a MoE dispatch, a Metal/CUDA kernel), it checks the SOTA prior-art matrix for the production reference (llama.cpp / Marlin / CUTLASS / FlashInfer / vLLM / SGLang / a named paper), decides the route (borrow / bind / stay-minimal), holds the result to the named oracle, and records what was consulted in. Use when this named wo…

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

anthony-chaudhary/fak has 1 more folder with a skill named sota-check. This page shows the lowest-scoring copy.

• .claude/skills/sota-check 95/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'sota-check' ] || [ -L ~/.agents/skills/'sota-check' ]; then echo 'A skill folder named sota-check already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anthony-chaudhary/fak' "$d" && git -C "$d" checkout --quiet '4f8a160935e6bb446c6d346a1770fc1ce42afc29' -- '.agents/skills/sota-check' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/sota-check' ~/.agents/skills/'sota-check' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'sota-check' ~/.claude/skills/'sota-check' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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