SKILLEMALL.ai

BF web-quality-audit

Comprehensive web quality audit covering performance, accessibility, SEO, best practices, and browser automation testing. Supports automated testing with PinchTab for headless/headed browser control, multi-instance orchestration, and token-efficient content extraction.

ClawHub Agent Skills author: huamu668 v2.0.0 3 files · 1 script body ≈ 3 404 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 41/100 · Will not run — References files that are not bundled: ../performance/SKILL.md, ../core-web-vitals/SKILL.md, ../accessibility/SKILL.md

AnalyzerInfrastructureMarketingtype and topics are labelled automatically from the skill text
JSON
Technical rating
B
83/100
safety, quality, tests
Safety 60%
99
Quality 40%
59
Run on models
none yet
Process rating
F
41/100
Will not run
References files that are not bundled: ../performance/SKILL.md, ../core-web-vitals/SKILL.md, ../accessibility/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Dangerous commands cmd-pipe-to-shell SKILL.md:185
    Downloads and executes remote code from an unrecognised host (pipe to shell) (documentation of a security skill; the skill's own vendor host)
    curl -fsSL https://pinchtab.com/install.sh | bash
    security skillvendor-host

Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: ../performance/SKILL.md
  • warning missing-ref reference to a missing file: ../core-web-vitals/SKILL.md
  • warning missing-ref reference to a missing file: ../accessibility/SKILL.md
  • warning missing-ref reference to a missing file: ../seo/SKILL.md
  • warning missing-ref reference to a missing file: ../best-practices/SKILL.md

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: ../performance/SKILL.md, ../core-web-vitals/SKILL.md, ../accessibility/SKILL.md
  • 0Tools and files. 5 referenced file(s) missing: ../performance/SKILL.md, ../core-web-vitals/SKILL.md, ../accessibility/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 3 mutating operations with no state check
  • 40Consistency. Frontmatter name (web-quality-audit) differs from the folder (web-quality-audit-ecc)
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 88 steps
  • 100Execution cost. Instruction body is 3404 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)
  • -2localhost URLs: will not work for another user
  • -31 of 1 scripts are never mentioned in SKILL.md
  • +2Single-language instructions
  • +3Description length 269: enough signal without eating the budget
  • +4Structure: 35 headings
  • +3Step-by-step instructions: 88 items
  • +3Output format is stated explicitly
  • +4Has examples (16 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 59.

External checks

ClawHub: clean
This is a powerful browser-automation skill, but the sensitive capabilities are disclosed and fit its stated purpose.
LLM: benign (medium) · VirusTotal: · 29 May 2026