Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence patterns. Use when a student wants to understand how well they actually know something versus how well they think they know it.
Install
npx skills add GarethManning/education-agent-skills --skill confidence-calibration-checknpx skills add GarethManning/education-agent-skills --skill confidence-calibration-check -a claude-code -gnpx skills add GarethManning/education-agent-skills --skill confidence-calibration-check -a codex -ggemini skills install https://github.com/GarethManning/education-agent-skills.git --path skills/student-learning/confidence-calibration-checkgh skill install GarethManning/education-agent-skills confidence-calibration-checkgit clone --depth 1 https://github.com/GarethManning/education-agent-skills /tmp/GarethManning__education-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/GarethManning__education-agent-skills/skills/student-learning/confidence-calibration-check ~/.claude/skills/confidence-calibration-check # Claude Code
cp -R /tmp/GarethManning__education-agent-skills/skills/student-learning/confidence-calibration-check ~/.agents/skills/confidence-calibration-check # Codex, Cursor, Gemini CLI, Copilot, OpenCode