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using-ml-production
65 / 100 · Review before installing
Check before installing.
By tachyon-beep/skillpacks (GitHub) · other · 15 stars · scanned at commit 721b7c5
Use when a model or ML dataset must be released, served, monitored or recovered with operational evidence.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 5 places.
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Runs commands on your computer
The author does not mention this.
Found in 15 places.
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- plugins/yzmir-ml-production/skills/using-ml-production/experiment-tracking-and-versioning.md, line 717
stderr=subprocess.DEVNULL).decode().strip() - plugins/yzmir-ml-production/skills/using-ml-production/experiment-tracking-and-versioning.md, line 718
branch = subprocess.check_output(['git','rev-parse','--abbrev-ref','HEAD'], - plugins/yzmir-ml-production/skills/using-ml-production/experiment-tracking-and-versioning.md, line 719
stderr=subprocess.DEVNULL).decode().strip() - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 687
subprocess.run(cmd, check=True) - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 721
result = subprocess.run( - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 2536
result = subprocess.run( - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 2545
subprocess.run( - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 2558
except subprocess.CalledProcessError as e: - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 2576
result = subprocess.run( - plugins/yzmir-ml-production/skills/using-ml-production/production-debugging-techniques.md, line 2590
except subprocess.CalledProcessError as e: - plugins/yzmir-ml-production/skills/using-ml-production/scaling-and-load-balancing.md, line 177
subprocess.run(cmd, shell=True, check=True) - plugins/yzmir-ml-production/skills/using-ml-production/scaling-and-load-balancing.md, line 181
except subprocess.CalledProcessError as e:
Sends data to these websites: api.openai.com
The author does not mention this.
Found in 6 places.
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Can call paid AI services billed to you
The author does not mention this.
Found in 1 place.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'using-ml-production' ] || [ -L ~/.agents/skills/'using-ml-production' ]; then echo 'A skill folder named using-ml-production already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/tachyon-beep/skillpacks' "$d" && git -C "$d" checkout --quiet '721b7c5b298237302446321cbdb9a975461d29af' -- 'plugins/yzmir-ml-production/skills/using-ml-production' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/yzmir-ml-production/skills/using-ml-production' ~/.agents/skills/'using-ml-production' && 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/'using-ml-production' ~/.claude/skills/'using-ml-production' (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 tachyon-beep/skillpacks shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/tachyon-beep/skillpacks/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | 721b7c5 | 65 |