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AA search-console-report

Generate comprehensive SEO analysis reports from Google Search Console data with PDF export. Use when the user wants to analyze search performance, get SEO insights, view traffic trends, top pages, top keywords, country/device distribution, or generate a professional PDF report for one or more websites using Google Search Console API. Requires a Google Cloud Service Account JSON key with Search Console read access.

ClawHub Agent Skills author: GuangxianLiu v1.1.1 MIT-0 4 files body ≈ 5 162 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process A 82/100 · Runs to the end — no weak spots found

AnalyzerPDFGoogle CloudData and analyticsMarketingtype 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
90/100
safety, quality, tests
Safety 60%
99
Quality 40%
77
Run on models
none yet
Process rating
A
82/100
Runs to the end
Tools and files w 18
60
Result and completion w 14
60
Inputs and preconditions w 11
70
the three weakest of ten parameters · all ten

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
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 Secrets in code secret-private-key SKILL.md:23
    Private key material (placeholder value)
    "private_key": "-----BEGIN PRIVATE KEY----- …
    placeholder

Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5162 tokens (recommended < 5000); move details to references/

Process rating: all ten parameters 82/100

  • 60Tools and files. Uses tools (bash, web, python) that frontmatter does not declare
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 5162 tokens
  • 100Steps. 52 steps
  • 100When it triggers. States when to use and when not to
  • 100Failures and branches. 3 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 418: enough signal without eating the budget
  • +4Structure: 35 headings
  • +3Step-by-step instructions: 52 items
  • +3Output format is stated explicitly
  • +4Has examples (16 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: suspicious
This Search Console reporting skill is mostly aligned with SEO reporting, but its bundled script uses fixed sites and hard-coded local paths that can handle sensitive analytics data in ways users would not clearly control.
LLM: suspicious (high) · VirusTotal: · 29 May 2026