This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent scaffolds, acceptance gates for self-modifying systems, and agentic context evolution where the…
Install
npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-improvement-loopsnpx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-improvement-loops -a claude-code -gnpx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-improvement-loops -a codex -ggemini skills install https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering.git --path skills/self-improvement-loopsgh skill install muratcankoylan/Agent-Skills-for-Context-Engineering self-improvement-loopsgit 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/skills/self-improvement-loops ~/.claude/skills/self-improvement-loops # Claude Code
cp -R /tmp/muratcankoylan__Agent-Skills-for-Context-Engineering/skills/self-improvement-loops ~/.agents/skills/self-improvement-loops # Codex, Cursor, Gemini CLI, Copilot, OpenCode