count-objects-in-frames-using-template-matching

count-objects-in-frames-using-template-matching is a Computer vision skill for AI agents, published by cxcscmu in the SkillLearnBench repository on GitHub. Skillspace rates count-objects-in-frames-using-template-matching F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Use this skill to count coins, enemies, and turtles in grayscale keyframe images using OpenCV template matching with a provided count_objects.py script. Includes robust output parsing and fallback to direct template matching if the script is unavailable.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
70

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
91 / 100
Maturity
Basic: a single SKILL.md
Security scan
High-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 1 collections

What the scanner flagged

  • executes shell/subprocess

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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