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confidence-calibration-check

100 / 100 · Low risk

Fine to try.

By GarethManning/education-agent-skills (GitHub) · design · 981 stars · scanned at commit 135d627

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.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'confidence-calibration-check' ] || [ -L ~/.agents/skills/'confidence-calibration-check' ]; then echo 'A skill folder named confidence-calibration-check already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/GarethManning/education-agent-skills' "$d" && git -C "$d" checkout --quiet '135d6275e7db0657d70b147f46d3191c5430677d' -- 'skills/student-learning/confidence-calibration-check' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/student-learning/confidence-calibration-check' ~/.agents/skills/'confidence-calibration-check' && 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/'confidence-calibration-check' ~/.claude/skills/'confidence-calibration-check' (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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