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CD geniex

Use the geniex CLI — pull, list, infer, serve, benchmark models on Snapdragon CPU/GPU/NPU — and debug what actually ran. Use when running geniex commands, reproducing a user report, or verifying a change end to end.

The skillemall take

Wraps geniex CLI to pull, list, infer, serve, and benchmark models on Snapdragon hardware—CPU, GPU, NPU—plus debug what actually ran. Single file, broken references, no model runs on record. Quality score sits at 68, which points to gaps in instructions or examples—likely incomplete commands or missing setup steps. Safety clears, but process score of 42 means the logic limps along.

Install if you already know geniex and just need IDE access. Otherwise, verify the docs are current and commands work on your device first. On unfamiliar ground, this skill will create more friction than it saves.

NexaAI/nexa-sdk Agent Skills author: NexaAI 1 file body ≈ 601 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Use the geniex CLI — pull, list, infer, serve, benchmark models on Snapdragon CPU/GPU/NPU — and debug what actually ran.

As a process D 42/100 · Unfinished process — References files that are not bundled: ../../../docs/en/run/cli/reference.mdx, ../../../notes/run.md, ../../../docs/en/tutorials/benchmarking.mdx

IntegrationSoftware developmenttype and topics are labelled automatically from the skill text
Runs in: 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) OpenClaw Goose OpenCode
JSON
Technical rating
C
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
68
Run on models
none yet
Process rating
D
42/100
Unfinished process
References files that are not bundled: ../../../docs/en/run/cli/reference.mdx, ../../../notes/run.md, ../../../docs/en/tutorials/benchmarking.mdx
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
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: ../../../docs/en/run/cli/reference.mdx
  • warning missing-ref reference to a missing file: ../../../notes/run.md
  • warning missing-ref reference to a missing file: ../../../docs/en/tutorials/benchmarking.mdx
  • warning missing-ref reference to a missing file: ../../../notes/bench.md

Process rating: all ten parameters 42/100

Will not run. References files that are not bundled: ../../../docs/en/run/cli/reference.mdx, ../../../notes/run.md, ../../../docs/en/tutorials/benchmarking.mdx
  • 0Tools and files. 4 referenced file(s) missing: ../../../docs/en/run/cli/reference.mdx, ../../../notes/run.md, ../../../docs/en/tutorials/benchmarking.mdx
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 100Steps. 8 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 601 tokens
  • 100Running it twice. No mutating operations
  • 100Progress reporting. Reports progress
  • low The response is described with custom markup (4 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
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 215: enough signal without eating the budget
  • +4Structure: 6 headings
  • +3Step-by-step instructions: 8 items

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.