Free and open source knowledge bundles

Make your agent an expert in one prompt.

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

Example prompt

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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1624 first-party bundles

548 tools represented

538 industry contexts

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Search by role, tool, method, task, or output. Each result gives your AI agent practical instructions, structured workflows, reusable templates, trusted sources, and important safety guidance.

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Showing the first 12 of 1624 bundles

roles Accessibility Specialist Digital accessibility assessment and remediation planning, evidence reconciliation, reviewable recommendations, and controlled consequential actions. View bundle tools 6sense Account intelligence, intent, audience, advertising, sales workflows, and predictive-model use. View bundle frameworks 5S Workplace Organization Sort, straighten, shine, standardize, sustain, workplace flow, visual control, safety, ownership, and improvement review, evidence reconciliation, reviewable decisions, and controlled consequential actions. View bundle deliverables API Documentation and Integration Guide API references and integration guides covering versioned contracts, authentication, operations, schemas, errors, examples, limits, security, and change history. View bundle compliance 340B Drug Pricing Program Compliance 340B Drug Pricing Program Compliance applicability, evidence collection, source inspection, and review-ready decision support. View bundle roles Accountant Accountant scoping, evidence collection, source inspection, and review-ready decision support. View bundle tools 360Learning Collaborative learning, course operations, enrollment, reporting, integrations, and AI-assisted learning workflows. View bundle frameworks 12 Brand Archetypes Application of Mark and Pearson's brand-archetype approach to positioning, voice, identity, and reviewable brand choices. View bundle deliverables Bank Covenant Compliance Report Evidence-controlled covenant reporting with controlling agreement, amendments, defined terms, period, ratios, source reconciliation, headroom, breach, waiver, signatory, and delivery boundaries. View bundle compliance ACA Applicable Large Employer Information Reporting ACA Applicable Large Employer Information Reporting applicability, evidence collection, source inspection, and review-ready decision support. View bundle roles Account Executive (Closer) Discovery planning, opportunity evidence review, proposal support, objection preparation, forecast hygiene, and authorized close handoff. View bundle tools ActiveCampaign Marketing automation, email, CRM, tracking, integrations, and API-backed lifecycle workflows. View bundle

Featured bundles

Three useful places to start

Selected for a clear use case, an inspectable source trail, and visible evaluation evidence.

This is an editorial selection, not a popularity ranking or a claim of independent professional review.

roles

SEO Specialist / Consultant

Use it to turn Search Console, analytics, crawl, and page evidence into a prioritized SEO audit brief, with unknowns clearly identified.

5 public sources Measured 8/36 → 26/36

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tools

Google Search Console

Use it to examine performance, indexing, and sitemap evidence, reconcile report differences, and prepare a diagnosis brief.

1 public source Measured 17/36 → 36/36

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deliverables

Incident Postmortem Report

Use it to assemble a factual timeline, analyze contributing factors, assign follow-up actions, and produce a reviewable postmortem.

2 public sources Measured 18/36 → 36/36

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Benchmark results are task- and model-specific. Each bundle page describes the method and limitations.

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Recently improved Recently enriched bundle pages

Source-reviewed landing pages from the measured SEO enrichment pilot, selected across roles, tools, frameworks, and deliverables.

Measured examples Bundles with visible evaluation evidence

A cross-topic sample whose bundle pages expose baseline and bundle-assisted evaluation summaries for inspection.

Foundational starting points Approachable ways to learn the bundle format

An editorial shortlist of familiar methods and concrete artifacts for visitors using an OpenKnowledge bundle for the first time.

Trust layer

Built for inspection before installation

Bundle pages surface trust tier, status, limitations, safety notes, source links, commands, deliverables, and related bundles before a user downloads anything.

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Trust tier trusted

Agent affordances commands, tools, workflows

Install path GitHub source and download

Boundaries limitations and safety notes

Open resource

Free to browse, inspect, and use.

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.

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