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deepstream-sop
55 / 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
Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in order via event boundary detection (GEBD) plus VLM classification. Trigger even if the user does not name it: verify operator step sequence, detect missing or out-of-order SOP steps, score factory/work-cell video for procedure compliance, run VLM-based SOP checking on i…
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 9 places.
Show 6 more
Connects to the internet
The author does not mention this.
Found in 69 places.
Show 17 more
- skills/deepstream-sop/references/README_reference.md, line 82
curl -N -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/README_reference.md, line 92
curl -N -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/README_reference.md, line 104
curl -N -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/skill_07_sse_streaming.md, line 24
Client (curl -N) - skills/deepstream-sop/references/skill_09_docker_build_deploy.md, line 276
STATUS=$(curl -s -o /dev/null -w "%{http_code}" http://localhost:8300/v1/ready) - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 230
curl -s http://localhost:8300/v1/live | python3 -m json.tool - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 231
curl -s http://localhost:8300/v1/ready | python3 -m json.tool - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 232
curl -s http://localhost:8300/v1/startup | python3 -m json.tool - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 279
curl -N -X POST ... & - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 318
5. Restart: `docker compose --env-file deploy/.env -f deploy/compose.yaml restart nvds-action-sop && until curl -fs http://localhost:8300/v1/ready >/dev/null; d - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 377
curl -s -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 417
curl -s -N -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 438
FILE_RESP=$(curl -s -X POST http://localhost:8300/v1/files \ - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 446
curl -s -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 458
curl -s -X DELETE http://localhost:8300/v1/files/$FILE_ID | python3 -m json.tool - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 469
curl -s -X POST http://localhost:8300/v1/chat/completions \ - skills/deepstream-sop/references/skill_12_evaluation_workflow.md, line 475
curl -s -o /dev/null -w "%{http_code}\n" -X POST http://localhost:8300/v1/chat/completions \
and 49 more places
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 13 places.
Show 10 more
- skills/deepstream-sop/references/skill_15_latency_measurement.md, line 82
r = subprocess.run(["curl","-s","-X","POST",f"{URL}/v1/files", - skills/deepstream-sop/references/skill_15_latency_measurement.md, line 93
proc = subprocess.Popen( - skills/deepstream-sop/references/skill_15_latency_measurement.md, line 96
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True, - skills/deepstream-sop/references/skill_15_latency_measurement.md, line 123
subprocess.run(["curl","-s","-X","DELETE",f"{URL}/v1/files/{fid}"], - skills/deepstream-sop/references/skill_17_camera_latency_measurement.md, line 240
proc = subprocess.Popen( - skills/deepstream-sop/references/skill_17_camera_latency_measurement.md, line 243
stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, text=True, - skills/deepstream-sop/references/skill_17_camera_latency_measurement.md, line 270
r = subprocess.run(["curl", "-s", "-o", "/dev/null", "-w", "%{http_code}", - skills/deepstream-sop/references/triton_model_reference.py, line 372
Run export_ddm_to_tensorrt.py in a subprocess. Writes to a sibling - skills/deepstream-sop/references/triton_model_reference.py, line 413
subprocess.run(cmd, check=True) - skills/deepstream-sop/references/triton_model_reference.py, line 414
except subprocess.CalledProcessError as exc:
Changes files outside its own folder
The author does not mention this.
Found in 2 places.
Reads your saved credentials, such as SSH keys or .env files
This is disclosed by the author in the skill's SKILL.md or README.
Found in 2 places.
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/'deepstream-sop' ] || [ -L ~/.agents/skills/'deepstream-sop' ]; then echo 'A skill folder named deepstream-sop 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/deepstream-sop' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/deepstream-sop' ~/.agents/skills/'deepstream-sop' && rm -rf "$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/'deepstream-sop' ~/.claude/skills/'deepstream-sop' (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 | 55 |
| 2026-11-08 | fce3cca | 55 |
| 2026-11-07 | fce3cca | 55 |