SKILLEMALL.ai

BD CWV Budget Guard

Core Web Vitals budget enforcer that runs Lighthouse against a local dev server or staging URL, extracts LCP, INP, CLS, FCP, and TTFB scores, compares against a project .cwv-budget.json config, and fails CI if any metric regresses. Identifies which source file, image, render-blocking resource, or JavaScript chunk caused each metric violation with specific fix recommendations. Tracks metric trends across runs by appending to a local history file. Works with any framework (Next.js, Vite, CRA, Rails, Django). Zero external cloud account — runs Lighthouse via npx locally. Triggers on "core web vitals", "LCP slow", "CLS regression", "Lighthouse score dropped", "performance budget", "web vitals", "/cwv-check".

ClawHub Agent Skills author: Lucius Pang v1.0.3 MIT-0 2 files body ≈ 3 152 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process D 45/100 · Unfinished process — weak spots: result and completion, inputs and preconditions, failures and branches

GeneratorData and analyticstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
D
45/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
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.
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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 45/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (CWV Budget Guard) differs from the folder (phy-cwv-budget-guard)
  • 60Tools and files. Uses tools (bash, python) that frontmatter does not declare
  • 70When it triggers. States when to use, but not when not to
  • 100Steps. 9 steps
  • 100Execution cost. Instruction body is 3152 tokens
  • 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)
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +2Single-language instructions
  • +5Description quotes 7 example trigger phrases
  • +3Description length 713: enough signal without eating the budget
  • +4Structure: 15 headings
  • +3Step-by-step instructions: 9 items
  • +4Has examples (13 code blocks)
  • +1License stated

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

External checks

ClawHub: clean
This is a disclosed local Core Web Vitals auditing skill that runs Lighthouse and stores local performance history, with no evidence of hidden or unrelated behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026