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emerging-techniques-speculative-decoding

80 / 100 · Low risk

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

By davila7/claude-code-templates (GitHub) · coding · 33,256 stars · scanned at commit a6e6f93

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Jacobi iteration, parallel token generation, and production deployment strategies.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'emerging-techniques-speculative-decoding' ] || [ -L ~/.agents/skills/'emerging-techniques-speculative-decoding' ]; then echo 'A skill folder named emerging-techniques-speculative-decoding already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/davila7/claude-code-templates' "$d" && git -C "$d" checkout --quiet 'a6e6f93e9a4baaa6ff337aee5505bf5c2bae4ce6' -- 'cli-tool/components/skills/ai-research/emerging-techniques-speculative-decoding' && mkdir -p ~/.agents/skills && cp -R "$d"/'cli-tool/components/skills/ai-research/emerging-techniques-speculative-decoding' ~/.agents/skills/'emerging-techniques-speculative-decoding' && 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/'emerging-techniques-speculative-decoding' ~/.claude/skills/'emerging-techniques-speculative-decoding' (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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