← All skills

run2_advanced_template_matching

80 / 100 · Low risk

Fine to try.

By cxcscmu/SkillLearnBench (GitHub) · media · 93 stars · scanned at commit 726e1f7

Advanced OpenCV template matching with dynamic threshold tuning, robust NMS filtering, and multi-scale detection for object counting in images.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'run2-advanced-template-matching' ] || [ -L ~/.agents/skills/'run2-advanced-template-matching' ]; then echo 'A skill folder named run2-advanced-template-matching already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/cxcscmu/SkillLearnBench' "$d" && git -C "$d" checkout --quiet '726e1f79b96b0cb3d729d0e55a1c847e0b5353ae' -- 'skills/b2-self-feedback-claude-haiku-4-5/video-object-counting/run2_advanced_template_matching' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/b2-self-feedback-claude-haiku-4-5/video-object-counting/run2_advanced_template_matching' ~/.agents/skills/'run2-advanced-template-matching' && 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/'run2-advanced-template-matching' ~/.claude/skills/'run2-advanced-template-matching' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for cxcscmu/SkillLearnBench shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/cxcscmu/SkillLearnBench.svg)](https://zalavijaysinh.github.io/skilltrust/repos/cxcscmu/SkillLearnBench/)

Score history