Debug and optimize AI agents by analyzing reasoning traces. Activates on 'debug agent', 'optimize prompt', 'analyze reasoning', 'why did the agent fail', 'improve agent performance', or when diagnosing agent failures and context degradation.
Install
npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill reasoning-trace-optimizernpx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill reasoning-trace-optimizer -a claude-code -gnpx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill reasoning-trace-optimizer -a codex -ggemini skills install https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering.git --path examples/interleaved_thinkinggh skill install muratcankoylan/Agent-Skills-for-Context-Engineering reasoning-trace-optimizergit clone --depth 1 https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering /tmp/muratcankoylan__Agent-Skills-for-Context-Engineering
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/muratcankoylan__Agent-Skills-for-Context-Engineering/examples/interleaved_thinking ~/.claude/skills/reasoning-trace-optimizer # Claude Code
cp -R /tmp/muratcankoylan__Agent-Skills-for-Context-Engineering/examples/interleaved_thinking ~/.agents/skills/reasoning-trace-optimizer # Codex, Cursor, Gemini CLI, Copilot, OpenCode