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BF cuopt-server-api-python

cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.

ClawHub Agent Skills author: NVIDIA 1 file body ≈ 1 417 tokens Open the sourceclawhub.ai↗ analyzed 20 h ago

cuOpt REST server — start server, endpoints, Python/curl client examples.

As a process F 51/100 · Will not run — References files that are not bundled: assets/vrp_simple/, assets/vrp_basic/, assets/pdp_basic/

IntegrationDockerSoftware developmentInfrastructuretype 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%
100
Quality 40%
71
Run on models
none yet
Process rating
F
51/100
Will not run
References files that are not bundled: assets/vrp_simple/, assets/vrp_basic/, assets/pdp_basic/
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
0
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 · 0

✓ No critical or high findings

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: assets/vrp_simple/
  • warning missing-ref reference to a missing file: assets/vrp_basic/
  • warning missing-ref reference to a missing file: assets/pdp_basic/
  • warning missing-ref reference to a missing file: assets/lp_basic/
  • warning missing-ref reference to a missing file: assets/milp_basic/
  • warning missing-ref reference to a missing file: assets/README.md

Process rating: all ten parameters 51/100

Will not run. References files that are not bundled: assets/vrp_simple/, assets/vrp_basic/, assets/pdp_basic/
  • 0Tools and files. 6 referenced file(s) missing: assets/vrp_simple/, assets/vrp_basic/, assets/pdp_basic/
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 5 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 70When it triggers. States when to use, but not when not to
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 18 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1417 tokens
  • low 13 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (3 tags): a typed call is more reliable

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)
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +2Single-language instructions
  • +3Description length 129: enough signal without eating the budget
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 18 items
  • +4Has examples (3 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.