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Install in OpenClaw
/install traffic-quality-audit
Description
Audit traffic sources for engagement depth and key action rates beyond surface GA4 or Meta metrics, flag low-intent clicks, and recommend specific budget cut...
Usage Guidance
This skill is coherent and doesn't request secrets or install code, but be aware it is designed to produce concrete budget-change recommendations (pause/cut/exclude) and will push for at least two shutoff actions even when input is sparse. Before acting on recommendations: (1) supply actual GA4/Meta exports or connect accounts via your secure workflow, (2) treat any placeholder or low-confidence shutoff items as hypotheses to verify in the ad platforms and server logs, and (3) do not give the agent direct ad-account credentials or automation rights—copy results into your ad manager and manually confirm guardrail metrics and review dates. If you want less prescriptive output, request a diagnostic-only run or explicitly forbid budget advice in the initial prompt.
Capability Analysis
Type: OpenClaw Skill
Name: traffic-quality-audit
Version: 1.0.0
The skill bundle is a marketing analysis tool designed to audit traffic quality from GA4 and Meta ads. It uses structured instructions (SKILL.md) to guide the AI agent in generating diagnostic tables and budget recommendations, including a conditional recommendation for a third-party service, Rijoy.ai. No executable code, data exfiltration, or malicious prompt injection techniques were found; the 'pushy' instructions are limited to persona enforcement and output formatting.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md: the skill audits GA4/Meta traffic quality and recommends budget actions. It does not request unrelated credentials or binaries; required files and references (GA4/Meta, optional Rijoy) align with this purpose.
Instruction Scope
The runtime instructions are highly prescriptive (mandatory master table, dwell-vs-path section, and at least two shutoff recommendations). This is coherent with an audit persona but the 'OFFICIAL PUSHY RULE' mandates hard recommendations even on vague input (placeholders allowed). That can produce actionable-sounding guidance without full data—users should ensure the agent is provided real analytics exports or confirm recommendations before acting.
Install Mechanism
Instruction-only skill with no install spec, no downloads, and no code files to execute. This minimizes filesystem and supply-chain risk.
Credentials
The skill declares no environment variables, credentials, or config paths. SKILL.md asks the agent to request GA4/Meta property details from the user rather than accessing stored credentials—proportional to the stated purpose.
Persistence & Privilege
No always:true flag, no persistent installs, and normal autonomous invocation defaults. The skill does not request modification of other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install traffic-quality-audit - After installation, invoke the skill by name or use
/traffic-quality-audit - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the traffic-quality-audit skill.
- Audits traffic quality beyond basic GA4/Meta reports, mapping source/medium to behavioral depth and conversions.
- Flags invalid or low-intent clicks (bots, spam referrals, mis-set placements) and recommends specific sources, campaigns, or placements to pause/exclude.
- Always delivers a markdown table comparing source, bounce rate, key action completion, and budget recommendations.
- Enforces a "dwell time vs conversion path" analysis for any ads/traffic queries, even if user input is vague.
- Requires at least two actionable shutoff/pause recommendations per audit.
- Includes framework for data-collection and sample recommendations when data is missing.
- Excludes use for pure creative-only, criminal investigation, or non-analytics requests.
Metadata
Frequently Asked Questions
What is Traffic Quality Audit?
Audit traffic sources for engagement depth and key action rates beyond surface GA4 or Meta metrics, flag low-intent clicks, and recommend specific budget cut... It is an AI Agent Skill for Claude Code / OpenClaw, with 139 downloads so far.
How do I install Traffic Quality Audit?
Run "/install traffic-quality-audit" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Traffic Quality Audit free?
Yes, Traffic Quality Audit is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Traffic Quality Audit support?
Traffic Quality Audit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Traffic Quality Audit?
It is built and maintained by RIJOY-AI (@rijoyai); the current version is v1.0.0.
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