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AF hr-workforce-dashboard

Generate standardized HR workforce dashboards from Excel files: 5 fixed dashboards covering headcount trends, regional distribution, detailed breakdowns, attrition analysis, and contractor/partner distribution. Outputs a self-contained interactive HTML with ECharts charts, one-click email generation, and clipboard copy.

ClawHub Agent Skills author: Aico233 v1.0.0 MIT-0 10 files body ≈ 2 688 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 65/100 · Will not run — References files that are not bundled: assets/dashboard_style.css

GeneratorExcelData and analyticstype 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
A
93/100
safety, quality, tests
Safety 60%
100
Quality 40%
82
Run on models
none yet
Process rating
F
65/100
Will not run
References files that are not bundled: assets/dashboard_style.css
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

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: 10. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: assets/dashboard_style.css

Process rating: all ten parameters 65/100

Will not run. References files that are not bundled: assets/dashboard_style.css
  • 0Tools and files. 1 referenced file(s) missing: assets/dashboard_style.css
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 3 mutating operations with no state check
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 125 steps
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2688 tokens
  • 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)
  • -31 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 321: enough signal without eating the budget
  • +4Structure: 24 headings
  • +3Step-by-step instructions: 125 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (4 of 5)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.

External checks

ClawHub: suspicious
This HR dashboard skill mostly does what it claims, but it needs Review because its generator can delete existing files in the chosen output folder without a clear warning.
LLM: suspicious (high) · VirusTotal: · 29 May 2026