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tao-run-deft-cr-its-mining
77 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.
By NVIDIA/skills (GitHub) · coding · 3,933 stars · scanned at commit 2630133
Run the mining-based DEFT improvement workflow for ITS Cosmos-Reason binary video questions, focused on the non-reasoning classification/evaluation path. Use when the user asks for a DEFT CR ITS mining workflow, traffic-camera Cosmos Reason improvement loop, collision-identification workflow with data mining, or iterative Cosmos-RL refinement driven by gap analysis.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
This is disclosed by the author in the skill's SKILL.md or README. Expected for a coding skill.
Found in 37 places.
Show 17 more
- skills/tao-run-deft-cr-its-mining/scripts/batch_cosmos_embed_text.py, line 188
stdout=log, stderr=subprocess.STDOUT, start_new_session=True, - skills/tao-run-deft-cr-its-mining/scripts/native_process.py, line 225
child = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=stderr, - skills/tao-run-deft-cr-its-mining/scripts/native_process.py, line 266
return subprocess.CompletedProcess(command, child.returncode) - skills/tao-run-deft-cr-its-mining/scripts/prepare_cosmos_reason_model.py, line 160
result = subprocess.run( - skills/tao-run-deft-cr-its-mining/scripts/prepare_cosmos_reason_model.py, line 285
subprocess.run( - skills/tao-run-deft-cr-its-mining/scripts/prepare_cosmos_reason_model.py, line 414
subprocess.run(preparation_command, check=True) - skills/tao-run-deft-cr-its-mining/scripts/restore_docker_mount_permissions.py, line 66
subprocess.run(command, check=True) - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 58
subprocess.Popen([sys.executable, __file__, "leaf", str(root)], start_new_session=True) - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 82
worker = subprocess.Popen([sys.executable, __file__, "worker", str(root)], start_new_session=True) - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 122
child = subprocess.Popen( - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 126
stdout=subprocess.PIPE if blocked_logs else output, - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 127
stderr=subprocess.STDOUT, start_new_session=True, - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 134
except subprocess.TimeoutExpired: - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 204
with patch("native_process.subprocess.Popen") as popen: - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 207
stderr=subprocess.STDOUT, start_new_session=True, - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 213
with patch("native_process.subprocess.Popen") as popen: - skills/tao-run-deft-cr-its-mining/tests/test_batch_process_lifecycle.py, line 216
stderr=subprocess.STDOUT, start_new_session=True,
and 17 more places
Downloads and installs other software
The author does not mention this.
Found in 4 places.
Show 1 more
Connects to the internet
The author does not mention this.
Found in 4 places.
Show 1 more
Safer alternatives
Low-risk skills in the same category (coding) 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/'tao-run-deft-cr-its-mining' ] || [ -L ~/.agents/skills/'tao-run-deft-cr-its-mining' ]; then echo 'A skill folder named tao-run-deft-cr-its-mining already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/NVIDIA/skills' "$d" && git -C "$d" checkout --quiet '2630133f22e357f2005886567a39eddcc1b520e2' -- 'skills/tao-run-deft-cr-its-mining' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/tao-run-deft-cr-its-mining' ~/.agents/skills/'tao-run-deft-cr-its-mining' && 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/'tao-run-deft-cr-its-mining' ~/.claude/skills/'tao-run-deft-cr-its-mining' (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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Score history
| Date | Version | Score |
|---|
| 2026-11-11 | 2630133 | 77 |
| 2026-11-08 | fce3cca | 77 |
| 2026-11-07 | fce3cca | 67 |