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BF vss-deploy-video-embedding

Use this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers Docker Compose bring-up, GPU and storage prerequisites, the `/v1` REST API (file uploads, text and video embeddings, live RTSP streams, health and metrics), Redis/Kafka/OTel integration, common failure modes, and teardown.

ClawHub Agent Skills author: NVIDIA 1 file body ≈ 3 513 tokens Open the sourceclawhub.ai↗ analyzed 30 h ago

2 GA RT-Embed Video Embedding microservice.

As a process F 51/100 · Will not run — References files that are not bundled: references/deploy-vss-deploy-video-embedding.md, references/troubleshooting.md, references/rest-api.md

IntegrationDockerAI and agentsMedia and videoInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
97
Quality 40%
74
Run on models
none yet
Process rating
F
51/100
Will not run
References files that are not bundled: references/deploy-vss-deploy-video-embedding.md, references/troubleshooting.md, references/rest-api.md
Tools and files w 18
0
Result and completion w 14
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 3

✓ No critical or high findings

Medium and low: 3
  • low Dangerous commands cmd-privilege SKILL.md:89
    Privilege escalation / world-writable permissions (quoted — discussed, not commanded)
    echo "Ask the host owner to run: sudo chown -R 1001:1001 \"$CLIP_STORAGE_DIR\"" >&2
    quoted
  • low Dangerous commands cmd-privilege SKILL.md:90
    Privilege escalation / world-writable permissions (quoted — discussed, not commanded)
    echo "Do not work around this with chmod 777 or world-writable permissions." >&2
    quoted
  • low Dangerous commands cmd-privilege SKILL.md:248
    Privilege escalation / world-writable permissions (quoted — discussed, not commanded)
    - Permission errors on bind-mounted cache directories → `sudo -n chown -R 1001:1001` on the host paths; if passwordless sudo is unavailable, ask the host owner to run the printed command (do not use `
    quoted

Files scanned: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/deploy-vss-deploy-video-embedding.md
  • warning missing-ref reference to a missing file: references/troubleshooting.md
  • warning missing-ref reference to a missing file: references/rest-api.md
  • warning missing-ref reference to a missing file: references/deploy-vss-deploy-video-embedding.md
  • warning missing-ref reference to a missing file: references/deploy-vss-deploy-video-embedding.md
  • warning missing-ref reference to a missing file: references/README.md
  • warning missing-ref reference to a missing file: references/integrate-vss-deploy-video-embedding.md
  • warning missing-ref reference to a missing file: references/environment.md
  • warning missing-ref reference to a missing file: scripts/dev-profile.sh
  • note edit-residue the text marks something as outdated (lines 17): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 51/100

Will not run. References files that are not bundled: references/deploy-vss-deploy-video-embedding.md, references/troubleshooting.md, references/rest-api.md
  • 0Tools and files. 9 referenced file(s) missing: references/deploy-vss-deploy-video-embedding.md, references/troubleshooting.md, references/rest-api.md
  • 0Result and completion. Does not say what the result is
  • 30Running it twice. 28 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 28 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3513 tokens
  • 100Progress reporting. Reports progress
  • low 11 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • -2localhost URLs: will not work for another user
  • +2Single-language instructions
  • +3Description length 340: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 28 items
  • +3Output format is stated explicitly
  • +4Has examples (10 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.