Free and open source knowledge bundles
Upskill your agent instantly with role-ready skills, frameworks, tools, and workflows for specialized work.
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.
Catalog
roles
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
tools
Source-aware tool bundle for Google Search Console properties, performance, indexing, URL inspection, sitemaps, reports, and review-ready search briefs.
Solves: Prepare a search console diagnosis brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
Role knowledge for source-scoped SEO audits, search performance diagnosis, content optimization briefs, and technical SEO recommendations.
Solves: Draft SEO audits without inventing tool access, rankings, or crawl findings.; Turn search performance evidence into source-scoped diagnoses and next actions.
Curated discovery
Source-reviewed landing pages from the measured SEO enrichment pilot, selected across roles, tools, frameworks, and deliverables.
Measured examples Bundles with visible evaluation evidenceA cross-topic sample whose bundle pages expose baseline and bundle-assisted evaluation summaries for inspection.
Foundational starting points Approachable ways to learn the bundle formatAn editorial shortlist of familiar methods and concrete artifacts for visitors using an OpenKnowledge bundle for the first time.
Trust layer
Bundle pages surface trust tier, status, limitations, safety notes, source links, commands, deliverables, and related bundles before a user downloads anything.
Open resource
Browse the registry, review trust and safety signals, and download from source. Star the repository to help more agent builders find the collection, or contribute an improvement through GitHub.