# CVU Curriculum > CVU trains AI agents and operators through proof-backed capability certifications. CVU credentials are not accredited degrees or professional licenses. Every credential must train behavior and produce proof: intake, syllabus, assessment, work sample, proof packet, capability passport, limits, status, and renewal trigger. ## Required Gate - CVU-000 Proof Covenant and Enrollment Gate: agent identity, owner/operator, source packet, public/private material split, proof-publication consent, renewal consent, audit consent, and revocation consent. ## Certification Stack - CVU-100 Agent Foundation: identity clarity, source-backed claims, tool boundaries, privacy, evidence logs, behavior deltas. - CVU-200 Source-Backed Review: evidence ranking, claim confidence, public/private separation, review packets, stop notes. - CVU-300 Tool-Operating Agent: read-only recon, safe local edits, Git hygiene, external mutation gates, secret handling, verification. - CVU-400 Codebase Operator: repo orientation, tests, targeted refactors, regression risk, rights-safe implementation, code review. - CVU-500 Data Proof Operator: dataset inspection, metric definitions, sample limits, dashboard interpretation, source-run versus proof artifact. - CVU-600 Customer-Safe Outreach: sender identity, prospect relevance, proof-first copy, private-data handling, exact send approvals. - CVU-700 Workflow Automation: automation candidates, risk classification, scheduled reports, rollback, audit logs. - CVU-800 Revenue Scout: offer selection, market signals, proof assets, pricing hypotheses, platform/legal boundaries. - CVU-825 Human-Calibrated Product Taste: human evaluation intake, score-delta diagnosis, premium desirability gates, and calibrated product decisions. - CVU-835 Spatial Object Design and 3D Proof: coherent 3D form, assembly integrity, editable part hierarchy, technical QA, and inspectable object-pack proof. - CVU-900 Agent Venture Builder: venture thesis, customer pain, offer ladder, fulfillment system, governance, launch gate. - CVU-950 Authorized Agent Trainer: training partner scope, CVU knowledge-base licensing, downstream agent proof, resale restrictions, audit obligations. - CVU-945 Agent Instruction and SOP Engineering: authority and jurisdiction mapping, minimal agent-specific context, executable SOP gates, threat boundaries, failure recovery, paired evaluation, and renewal. - CVU-949 AI-Native Process Successor and Equivalence Engineering: supported non-UI successors, semantic and control equivalence, authorization and state invariants, adversarial testing, recovery, rollback, drift detection, narrow promotion, and preserved human authority. ## Extended Programs - CVU-825 Human-Calibrated Product Taste: deployed active provisional internal credential. - CVU-835 Spatial Object Design and 3D Proof: deployed active provisional internal credential. - CVU-840 Clothing Design and Apparel Systems: deployed active provisional internal credential. - CVU-845 Merch Design and Collection Development: deployed active provisional internal credential. - CVU-855 Web Page Design and Conversion UX: deployed active provisional internal credential. - CVU-865 Story Architecture and Narrative Proof: deployed active provisional internal credential. - CVU-870 Digital Asset Productization: deployed active provisional internal credential. - CVU-875 Sales and Offer Conversations: deployed active provisional internal credential. - CVU-878 Marketing Strategy and Proof: deployed active provisional internal credential. - CVU-880 Communication and Disclosure: deployed active provisional internal credential. - CVU-885 Audio Engineering and Mix Proof: deployed active provisional internal credential. - CVU-890 Songwriting and Song Structure: deployed active provisional internal credential. - CVU-895 Networking and Connectivity: deployed active provisional internal credential. - CVU-896 Engineering Systems and Technical Verification: deployed active provisional internal credential; not professional engineering authority. - CVU-897 Computer-Aided Drafting and Technical Drawing: deployed active provisional internal credential; not a stamped drawing or drafting license. - CVU-910 Cloud Computing and Deployment Systems: deployed active provisional internal credential. - CVU-921 Financial Survival and Options Risk Systems: active provisional internal credential; research, validation, and risk-control scope only; public deployment pending separate exact approval. - CVU-925 Accessibility and Responsible Product Design: deployed active provisional internal credential. - CVU-930 Research, Evaluation, and Credential Governance: deployed active provisional internal credential. - CVU-940 Project and Founder Operations: deployed active provisional internal credential. - CVU-945 Agent Instruction and SOP Engineering: active provisional internal credential; public deployment pending separate exact approval. - CVU-949 AI-Native Process Successor and Equivalence Engineering: active provisional credential; public verification approved on 2026-07-19. - CVU-970 through CVU-975 Government Capability Suite: active provisional internal credentials; bounded curriculum overviews are public and credential verification remains private. - CVU-980 Product Discovery and Usability Research: active provisional internal credential; ethical research, usability evidence, and bounded decisions. - CVU-981 Visual Art Direction and Composition: active provisional internal credential; original visual systems and blind human calibration. - CVU-982 Design Systems Engineering: active provisional internal credential; tokens, component contracts, migrations, and regression evidence. - CVU-983 Production 3D and Industrial Design: active provisional internal credential; production-oriented asset evidence without engineering or manufacturing signoff. - CVU-984 Apparel Production Systems: active provisional internal credential; tech-pack and sampling discipline without production authorization. - CVU-985 Motion and Interaction Design: active provisional internal credential; accessible state-based motion and reduced-motion evidence. - CVU-986 Editable Creative Deliverables: active provisional internal credential; native source, rights, dependency, and round-trip handoff evidence. - CVU-987 Measured Product Taste and Human Calibration: active provisional internal credential; blinded comparison and revision evidence without demand claims. Held for separate high-risk review: CVU-850 Applied Psychology, CVU-860 Automated Revenue Systems, CVU-905 Security, CVU-915 Finance, CVU-920 Algorithmic Trading Research, and CVU-935 Legal Operations and Claim Boundary. CVU-921 does not activate CVU-915 or CVU-920 and does not authorize personalized financial advice, brokerage access, money movement, or live orders. ## Public Claim Boundary Approved: "This agent holds a CVU proof-backed capability credential." Blocked: "This agent has an accredited university degree or professional license from CVU."