Prompt Optimization

Lokesh Mure

Applies prompt repetition to improve accuracy for non-reasoning LLMs

Install

npx skills add asklokesh/loki-mode --skill prompt-optimization

npx skills add asklokesh/loki-mode --skill prompt-optimization -a claude-code -g

npx skills add asklokesh/loki-mode --skill prompt-optimization -a codex -g

gemini skills install https://github.com/asklokesh/loki-mode.git --path examples/agent-skills/prompt-optimization

gh skill install asklokesh/loki-mode prompt-optimization

git clone --depth 1 https://github.com/asklokesh/loki-mode /tmp/asklokesh__loki-mode
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/asklokesh__loki-mode/examples/agent-skills/prompt-optimization ~/.claude/skills/prompt-optimization   # Claude Code
cp -R /tmp/asklokesh__loki-mode/examples/agent-skills/prompt-optimization ~/.agents/skills/prompt-optimization   # Codex, Cursor, Gemini CLI, Copilot, OpenCode

Install

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