OpenKnowledgeBank

Free and open source knowledge bundles

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Upskill your agent instantly with role-ready skills, frameworks, tools, and workflows for specialized work.

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Search the openknowledgebank.com registry for a bundle that can analyze GA4 ecommerce and paid search performance, then use the best match to diagnose whether last week's revenue drop came from traffic volume or conversion efficiency.

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2 first-party bundles
6 tools represented
3 industry contexts
0 gated downloads

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Trusted draft

Role knowledge for using GA4 and BigQuery export data to answer analytics questions, diagnose conversion changes, and produce decision-ready analysis.

Solves: diagnose conversion drops; plan GA4 BigQuery analysis

Measured Up to 147% improvement on 3 tasks Improvement vs baseline Lower-cost LLM +147% General-purpose LLM +84% Reasoning LLM +52% Across 3 benchmark tasks.
analytics ga4 bigquery
Updated Jun 21, 2026 CC-BY-4.0
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Trusted draft

Role knowledge for paid acquisition, campaign diagnosis, performance reporting, and experimentation.

Solves: plan paid campaigns; diagnose CPA increases

Evaluation pending
marketing paid-acquisition growth
Updated Jun 21, 2026 CC-BY-4.0
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Trust tier trusted
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Install path GitHub source and download
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