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cf:ai-multimodal
60 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a media skill usually calls an AI service over the internet.
By haposoft/cafekit (GitHub) · media · 54 stars · scanned at commit e800d3d
Analyze images/audio/video/documentation with Gemini API. Use for vision analysis, transcription, OCR, design extraction, and deep multimodal understanding.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this.
Found in 14 places.
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- packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 70
stdout=subprocess.DEVNULL, - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 71
stderr=subprocess.DEVNULL, - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 74
except (subprocess.CalledProcessError, FileNotFoundError, Exception): - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 93
result = subprocess.run(cmd, capture_output=True, text=True, check=True) - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 114
except (subprocess.CalledProcessError, json.JSONDecodeError, Exception): - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 181
subprocess.run(cmd, check=True, capture_output=not verbose) - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 196
except subprocess.CalledProcessError as e: - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 238
subprocess.run(cmd, check=True, capture_output=not verbose) - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 249
except subprocess.CalledProcessError as e: - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 350
subprocess.run(cmd, check=True, capture_output=not verbose) - packages/spec/src/claude/skills/ai-multimodal/scripts/media_optimizer.py, line 352
except subprocess.CalledProcessError as e:
Downloads and installs other software
The author does not mention this.
Found in 6 places.
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Can call paid AI services billed to you
This is disclosed by the author in the skill's SKILL.md or README. Expected for a media skill.
Found in 11 places.
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Sends data to these websites: generativelanguage.googleapis.com
The author does not mention this. Expected for a media skill.
Found in 11 places.
Show 8 more
Changes files outside its own folder
The author does not mention this.
Found in 2 places.
Safer alternatives
Low-risk skills in the same category (media) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'cf-ai-multimodal' ] || [ -L ~/.agents/skills/'cf-ai-multimodal' ]; then echo 'A skill folder named cf-ai-multimodal already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/haposoft/cafekit' "$d" && git -C "$d" checkout --quiet 'e800d3dbf8e84dd92e85cf58e99a4f4150e240db' -- 'packages/spec/src/claude/skills/ai-multimodal' && mkdir -p ~/.agents/skills && cp -R "$d"/'packages/spec/src/claude/skills/ai-multimodal' ~/.agents/skills/'cf-ai-multimodal' && 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/'cf-ai-multimodal' ~/.claude/skills/'cf-ai-multimodal' (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 haposoft/cafekit shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/haposoft/cafekit/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | e800d3d | 60 |
| 2026-11-06 | e800d3d | 40 |