{"success":true,"filters":{"role":"engineering","firstWedge":null,"status":null,"riskLevel":null,"search":null},"summary":{"workflows":1,"firstWedgeRole":null,"approved":0,"pilotOnly":0,"needsReview":1,"highRisk":1,"approvalGates":3,"proofArtifacts":6},"workflows":[{"id":"approved-workflow-library-engineering","role":"engineering","roleLabel":"Engineering","productLine":"AIducation for Engineering","firstWedge":false,"academyPath":"/ai-training/engineering","workflowName":"Engineering AI Workflow Lab","sourceWorkflowId":"workflow-engineering-ai-readiness","status":"needs_review","riskLevel":"high","owner":"Department leader, compliance, and systems owner","approvedTools":["ChatGPT","Claude","Microsoft Copilot"],"workflowPurpose":"Build and verify a reusable AI workflow for engineering teams using role-specific prompts, checks, and manager-visible evidence.","requiredInputs":["Role objective and audience","Approved source material","Approved AI tool and data class","Prompt template or workflow kit version","Verification checklist"],"approvalGates":[{"gate":"Tool and data gate","owner":"Admin or systems owner","evidence":"Approved tool catalog status and allowed data class."},{"gate":"Output verification gate","owner":"Learner or reviewer","evidence":"Facts, calculations, citations, policy claims, and assumptions checked."},{"gate":"Manager reuse gate","owner":"Department manager","evidence":"Manager review note before the workflow is promoted for team reuse."}],"operatingSteps":["Select source work: Choose a real engineering task tied to ai-assisted code review.","Apply the template: Use the automation playbook artifacts with approved tools and role constraints.","Verify and revise: Check facts, calculations, citations, policy boundaries, sensitive data, and approval needs.","Save evidence: Attach the prompt, output, verification notes, final artifact, and manager review signal."],"rollbackPlan":["Pause reuse when policy, privacy, calculation, legal, security, or customer-impact risk appears.","Route the saved prompt, output, tool, and final artifact into manager or compliance review.","Retire or revise the workflow version before it can be assigned again."],"misuseSignals":["Engineering learner pastes sensitive data into an unapproved AI tool","Engineering learner forwards AI output without verification or source evidence","Engineering workflow automates a decision that requires human approval","Engineering artifact includes unsupported claims, citations, calculations, or policy promises"],"proofArtifacts":["Engineering baseline readiness score","Engineering workflow practice evidence","Engineering exit assessment benchmark","Engineering certificate evidence trail","Set the work context","Add verification guardrails"],"managerReviewQuestions":["Can the learner complete AI-assisted code review with AI and explain what they verified?","Does the final artifact avoid unsupported claims, sensitive data leaks, and skipped approvals?","Which engineering skill atom should the learner practice next?"],"auditFields":["workflowLibraryId","workflowVersion","role","approvedTool","dataClass","owner","approvalGateStatus","rollbackStatus","reviewedAt"],"exportTargets":["Governance center","Manager report","Workflow portfolio","Audit log","Data warehouse"],"reviewCadence":"Monthly or on policy/tool change"}]}