SKILLEMALL.ai

BF huawei-cloud-dws-mem-diag

DWS cluster memory high root cause diagnosis skill, based on KooCLI v3.2.0+ and DWS Autopilot MCP Server. Automatically collects memory metrics, analyzes root causes (customer-side / system-side), and outputs a standardized diagnosis report. Applicable to DWS cluster memory usage too high, memory alarms, OOM scenarios. Trigger words: "内存高", "内存告警", "内存诊断", "内存使用率过高", "内存不足", "OOM", "内存溢出", "动态内存使用率超阈值", "high memory", "memory alarm", "memory diagnosis"

ClawHub Agent Skills author: huaweicloud-skills-team v1.0.0 MIT-0 8 files body ≈ 6 466 tokens Open the sourceclawhub.ai analyzed 3 d ago

DWS cluster memory high root cause diagnosis skill, based on KooCLI v3.2.0+ and DWS Autopilot MCP Server. Automatically collects memory metrics, analyzes root…

As a process F 58/100 · Will not run — References files that are not bundled: references/memory-background.md, references/cli-installation-guide.md, references/dws-mcp-installation-guide.md

AnalyzerAI and agentsData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
67
Run on models
none yet
Process rating
F
58/100
Will not run
References files that are not bundled: references/memory-background.md, references/cli-installation-guide.md, references/dws-mcp-installation-guide.md
Tools and files w 18
0
Progress reporting w 2
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: ClawHub

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  2. 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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 6466 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: references/memory-background.md
  • warning missing-ref reference to a missing file: references/cli-installation-guide.md
  • warning missing-ref reference to a missing file: references/dws-mcp-installation-guide.md
  • warning missing-ref reference to a missing file: references/iam-policies.md
  • warning missing-ref reference to a missing file: references/metric-reference.md
  • warning missing-ref reference to a missing file: references/output-format.md
  • note frontmatter-key unknown frontmatter key "trigger"
  • note frontmatter-key unknown frontmatter key "input_schema"
  • note frontmatter-key unknown frontmatter key "output_schema"

Process rating: all ten parameters 58/100

Will not run. References files that are not bundled: references/memory-background.md, references/cli-installation-guide.md, references/dws-mcp-installation-guide.md
  • 0Tools and files. 6 referenced file(s) missing: references/memory-background.md, references/cli-installation-guide.md, references/dws-mcp-installation-guide.md
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 3 mutating operations with no state check
  • 50When it triggers. No condition that starts the skill
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 6466 tokens
  • 85Steps. 74 steps, 2 vague phrases
  • 100Failures and branches. 2 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • low 10 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 5 example trigger phrases
  • +3Description length 456: enough signal without eating the budget
  • +4Structure: 33 headings
  • +3Step-by-step instructions: 74 items
  • +3Output format is stated explicitly
  • +4Has examples (6 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 67.

External checks

ClawHub: suspicious
The skill is a coherent Huawei DWS memory diagnostic, but its setup and output handling can expose sensitive cloud credentials and operational report data without enough user control.
LLM: suspicious (high) · VirusTotal: · 21 Jul 2026