rweisssieker-xp
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- ▌ Topdesk Handbook · rweisssieker-xpCreate, update, and tailor complete handbook sets for TOPdesk solutions. Use for admin handbooks, operator manuals, Power BI user/developer guides, AI/KI governance manuals, integration manuals, operations/runbook manuals, schema/data-model documentation, rollout guides, training material, executive handbooks, and documentation indexes.
- ▌ Topdesk Security · rweisssieker-xpSecurity, privacy, compliance, and governance for TOPdesk apps, integrations, Power BI reports, and AI/KI features. Use for DSGVO/GDPR, PII, branch/customer permissions, operator roles, audit logging, secrets, API users, row-level security, retention, AI governance, and safe automation controls.
- ▌ Topdesk Knowledge · rweisssieker-xpTOPdesk Knowledge Management design and optimization. Use for knowledge article lifecycle, review workflows, article quality, incident-to-knowledge conversion, deflection, SSP knowledge, RAG source quality, semantic search sources, and knowledge KPIs.
- ▌ Topdesk Migration · rweisssieker-xpPlan and validate TOPdesk-related migrations and rollouts. Use for data migration, cutover, historical backfill, legacy report replacement, OData/export migration, reference-data mapping, rollout planning, adoption, exception reports, reconciliation, and migration acceptance criteria.
- ▌ Topdesk Workflows · rweisssieker-xpTOPdesk workflow and Self-Service Portal design for incidents, changes, assets, knowledge, categories, forms, routing, SLAs, notifications, approvals, and operator/end-user processes. Use for SSP forms, incident intake, change templates, category trees, assignment rules, SLA handling, knowledge workflows, acceptance criteria, and workflow testing.
- ▌ Topdesk Enablement · rweisssieker-xpCreate training, demos, onboarding, quick-reference material, role-based guides, adoption plans, and enablement content for TOPdesk apps, Power BI reports, integrations, workflows, and AI/KI features.
- ▌ Topdesk Operations · rweisssieker-xpArchitecture, deployment, monitoring, runbooks, backup, recovery, refresh, and operational readiness for TOPdesk apps, integrations, Power BI datasets, and AI/KI services. Use for environment planning, release checklists, failed sync runbooks, Power BI refresh failures, AI disable switches, alerting, credentials, and installation/update notes.
- ▌ Topdesk Powershell · rweisssieker-xpAdvanced PowerShell automation for TOPdesk delivery and operations. Use for writing, reviewing, hardening, testing, or packaging PowerShell scripts that work with TOPdesk APIs, OData exports, CSV/JSON artifacts, tenant mapping, Power BI refresh operations, migration batches, runbooks, Windows scheduled tasks, CI scripts, validation gates, and safe local automation.
- ▌ Topdesk Integration · rweisssieker-xpTOPdesk API, OData, import/export, action sequence, and automation integration design. Use for API users, authentication, idempotent sync, incident/change/asset/person imports, payload mapping, error handling, retries, reconciliation, observability, action sequences, and integration runbooks.
- ▌ Topdesk Powerbi Dax · rweisssieker-xp bundleUse when creating, reviewing, or standardizing Power BI DAX measures for TOPdesk incidents, SLAs, backlog, routing, operators, branches, AI governance, adoption, quality, cost, risk, and executive service-management dashboards.
- ▌ Topdesk Admin Config · rweisssieker-xpTOPdesk administration and configuration design. Use for categories, statuses, priorities, impact/urgency, supporting files, branches, persons, operators, operator groups, permissions, SSP forms, service catalog items, change templates, asset templates, knowledge visibility, and configuration governance.
- ▌ Topdesk API Test Lab · rweisssieker-xp bundleUse when testing live TOPdesk REST/API access, authentication, endpoint availability, paging behavior, response status codes, payload shapes, demo tenants, smoke tests, regression checks, and API readiness before building Power BI, Python, PowerShell, or AI features.
- ▌ Topdesk Data Quality · rweisssieker-xpTOPdesk data-quality analysis and cleanup planning. Use for missing callers/branches/categories/statuses, duplicate persons/assets, orphaned links, mapping gaps, invalid dates, unknown Power BI dimensions, RLS data risks, AI label quality, cleanup backlogs, and BI data-quality pages.
- ▌ Topdesk Process Debt · rweisssieker-xp bundleAnalyze TOPdesk lifecycle, incident, SLA, status-transition, assignment-transition, and reopen evidence for process debt such as handoff loops, waiting zones, stale ownership, long runners, category-routing waste, and improvement backlog candidates.
- ▌ Topdesk Tenant Drift · rweisssieker-xp bundleCompare TOPdesk tenant field catalogs, OData/API exports, option sets, categories, statuses, priorities, operator groups, and KPI dependency maps to detect drift risks for Power BI, AI/KI, automations, security, and operations.
- ▌ Topdesk Query Powerbi · rweisssieker-xpTranslate TOPdesk business questions into tenant-safe OData filters, SQL/reporting-view queries, Power Query extraction plans, DAX measure definitions, validation checks, and Power BI report requirements. Use when combining TOPdesk queries with Power BI modelling, KPI semantics, reconciliation, data-quality checks, or report implementation tasks.
- ▌ Topdesk Sla Optimizer · rweisssieker-xp bundleUse when analyzing TOPdesk incident SLA health, target dates, backlog, overdue work, priority coverage, routing quality, operator-group workload, ageing buckets, operational risk, and service improvement actions from REST snapshots or exports.
- ▌ Topdesk Template Pack · rweisssieker-xpReusable templates for TOPdesk delivery. Use for SQL view templates, DAX templates, Power Query templates, AI prompt/JSON schemas, test templates, runbooks, discovery questionnaires, proposal outlines, workshop agendas, user stories, acceptance criteria, and project documentation templates.
- ▌ Topdesk Visual Design · rweisssieker-xpDesign Power BI report pages and dashboard UX for TOPdesk service-management analytics. Use for visual hierarchy, page layouts, KPI cards, trend charts, matrix/table design, drill-through, tooltip pages, filters/slicers, color semantics, accessibility, executive/operator/application-manager views, incident/change/asset/knowledge dashboards, and report storytelling.
- ▌ Topdesk Compliance Pii · rweisssieker-xp bundleUse when reviewing TOPdesk exports, REST snapshots, field catalogs, Power BI datasets, AI prompts, RAG sources, reports, or demos for PII exposure, privacy minimization, masking, retention, security boundaries, and compliance risks.
- ▌ Topdesk Proof Of Value · rweisssieker-xpBuild TOPdesk proof-of-value sprint packs for AI, Power BI, OData/API, data quality, and service-management improvements. Use for PoV scope, inputs, outputs, demo storyline, acceptance criteria, ROI assumptions, Power BI proof dashboards, KPI baselines, implementation plan, stakeholder messaging, and go/no-go decision material.
- ▌ Topdesk Report Factory · rweisssieker-xpGenerate TOPdesk report implementation packs. Use for Power BI report specifications, semantic model plans, DAX measure backlogs, page and visual backlogs, RLS design, refresh plans, reconciliation checks, data-quality checks, and implementation user stories.
- ▌ Topdesk Tenant Mapping · rweisssieker-xp bundleTenant-specific TOPdesk field and model mapping. Use for OData metadata, API samples, CSV exports, UI labels, category/status/priority exports, entity inventories, field catalogs, local schema mapping, Power BI fact/dimension mapping, RLS/security mapping, and tenant-specific data-quality gaps.
- ▌ Topdesk Major Incidents · rweisssieker-xpMajor incident management for TOPdesk. Use for major incident detection, duplicate clustering, escalation, communication cadence, war-room workflows, linked child incidents, service impact, workaround tracking, resolution, postmortems, knowledge updates, and major incident KPIs.
- ▌ Topdesk Usp Battlecards · rweisssieker-xpCreate TOPdesk USP packs, persona messaging, competitive battlecards, demo storylines, executive one-pagers, before/after narratives, risk-to-value matrices, offer packaging, case-study templates, and Power BI/AI value propositions. Use when positioning TOPdesk AI, Power BI, OData/API, data quality, governance, workflow, or full skill-suite offerings.
- ▌ Topdesk Action Sequences · rweisssieker-xpTOPdesk Action Sequences and automation design. Use for action sequence triggers, webhooks, API calls, payload mapping, idempotency, retries, error handling, safe automation boundaries, audit logging, and automation monitoring.
- ▌ Topdesk Project Delivery · rweisssieker-xpDelivery planning for TOPdesk projects. Use for epics, user stories, acceptance criteria, roadmaps, milestones, estimates, dependencies, risks, project governance, delivery streams, and implementation backlogs for TOPdesk apps, Power BI, OData/API, AI/KI, workflow, migration, and enablement work.
- ▌ Topdesk Decision Findings · rweisssieker-xp bundleGenerate decision-ready TOPdesk findings from analysis CSV files, SLA findings, data-quality findings, process-debt outputs, AI governance rows, or manual finding drafts using a standard evidence, impact, risk, action, owner, and validation metric format.
- ▌ Topdesk Powerbi Modelling · rweisssieker-xpDesign, review, and harden Power BI semantic models for TOPdesk data. Use for star schemas, fact/dimension grain, relationships, DAX measure catalogs, calculation groups, field parameters, RLS/OLS, incremental refresh, aggregation tables, reconciliation, tenant mapping, and model documentation for TOPdesk incidents, changes, assets, knowledge, SLAs, operators, branches, and AI features.
- ▌ Topdesk Readiness Scoring · rweisssieker-xp bundleScore TOPdesk reporting, AI/KI, data trust, automation, security/privacy, tenant mapping, and operations readiness from evidence checklists, proof-of-value inputs, production gates, or project intake artifacts.
- ▌ Topdesk Roi Business Case · rweisssieker-xpROI and business-case modeling for TOPdesk initiatives. Use for benefit models, executive cases, value hypotheses, KPI baselines, time-saved calculations, SLA/reassignment/reporting savings, AI value, Power BI value, integration value, assumptions, risks, and success metrics.
- ▌ Topdesk AI Adoption Ledger · rweisssieker-xp bundleBuild TOPdesk AI/KI adoption ledgers and monitoring summaries from suggestion logs, operator feedback, acceptance/edit/rejection events, override reasons, confidence, cost estimates, prompt/model versions, and value assumptions.
- ▌ Topdesk AI Feature Factory · rweisssieker-xpGenerate complete governed AI/KI feature packs for TOPdesk. Use for turning an AI use case into feature scope, data contract, prompt design, JSON output schema, evaluation dataset, feedback loop, audit fields, rollout gates, Power BI monitoring measures, RLS/PII controls, and operator-facing acceptance criteria.
- ▌ Topdesk Automation Sandbox · rweisssieker-xp bundleReview TOPdesk action sequences, webhooks, scheduled jobs, integration scripts, and automation designs for trigger quality, payload mapping, idempotency, retry behavior, rollback, dead-letter handling, PII, audit, human approval, and production go/no-go risk.
- ▌ Topdesk Digital Twin Light · rweisssieker-xp bundleRun lightweight TOPdesk service desk what-if scenario scoring from baseline KPIs and scenario assumptions for routing, SLA thresholds, operator capacity, category cleanup, AI assistance, handoff reduction, and backlog improvement decisions.
- ▌ Topdesk Executive Narrative · rweisssieker-xp bundleGenerate management-ready TOPdesk executive narratives from decision-ready findings, readiness scorecards, drift findings, process-debt reports, AI adoption ledgers, automation risk cards, and proof-of-value outputs.
- ▌ Topdesk AI Governance Cockpit · rweisssieker-xpDesign Power BI governance cockpits for TOPdesk AI/KI features. Use for AI monitoring datasets, semantic models, DAX measures, report pages, prompt/model version tracking, suggestion acceptance, override reasons, confidence drift, cost, token usage, SLA impact, PII/policy findings, feedback loops, evaluation results, RLS, and audit reporting.
- ▌ Topdesk Service Intelligence Runtime · rweisssieker-xp bundleOperate the TOPdesk Service Intelligence workflow with connector checks, analyzer orchestration, run history, governance gates, and HTML/Markdown readouts.
- ▌ Audit Query · rweisssieker-xpGenerate audit-grade records for sensitive SQL operations including approvals, risk outcomes, and execution traces.
- ▌ Estimate Cost · rweisssieker-xpEstimate compute, IO, and runtime cost for a candidate query, migration, or schema operation.
- ▌ Explain Query · rweisssieker-xpRun structured explain/explain-analyze workflows and convert plan output into explainable optimization insights.
- ▌ Workload Twin · rweisssieker-xpSimulate workload scenarios such as traffic growth, added indexes, dropped indexes, and PII-sensitive workload risk.
- ▌ Enforce Policy · rweisssieker-xpEvaluate request against governance policies and either permit, gate, or block execution.
- ▌ Erp Crm Advisor · rweisssieker-xpUse when diagnosing ERP or CRM performance, integration failures, tenant isolation, reporting or customization risks using scoped evidence and explicit vendor-coverage gaps.
- ▌ Slo Impact Guard · rweisssieker-xpTranslates SQL latency regressions into SLO status, error-budget burn, impacted traffic, and executive summary.
- ▌ AI Anomaly Triage · rweisssieker-xpCorrelate query stats, telemetry, policy decisions, and replay memory into deterministic incident hypotheses and next-best actions.
- ▌ Incident Analysis · rweisssieker-xpCorrelate lock, query, and replication signals into causal incident hypotheses with prioritized remediation guidance.
- ▌ AI Trust Scorecard · rweisssieker-xpAssess the evidence and explainability of database advisor recommendations.
- ▌ Benchmark Ab Runner · rweisssieker-xpCompare baseline and candidate query performance metrics and declare a benchmark winner.
- ▌ Index Roi Simulator · rweisssieker-xpRanks index candidates by read benefit, write penalty, storage cost, and maintenance risk.
- ▌ Validate Compliance · rweisssieker-xpValidate planned database operation against GDPR, HIPAA, SOC2, SOX, and ISO27001-aligned checks.
- ▌ AI Query Rewrite Lab · rweisssieker-xpGenerate safe query rewrite candidates with deterministic explainability without executing SQL.
- ▌ Hotfix Risk Assessor · rweisssieker-xpRates emergency database hotfix risk and blocks unsafe production changes.
- ▌ AI Decision Simulator · rweisssieker-xpSimulate database agent decisions against evidence, policy, and approval constraints.
- ▌ Dry Run Action Critic · rweisssieker-xpCritiques proposed dry-run actions for blast radius, rollback gaps, tenant risk, and weak evidence.
- ▌ Next Best Safe Action · rweisssieker-xpChooses the safest next dry-run diagnostic or experiment from candidate actions.
- ▌ Objective To Ops Plan · rweisssieker-xpConverts an enterprise database operations objective into measurable goals, guardrails, and closed-loop dry-run workflows.
- ▌ Operator Goal Monitor · rweisssieker-xpConverts SLO, cost, compliance, and incident goals into ongoing watch criteria and escalation policy.
- ▌ Query Contract Tester · rweisssieker-xpValidates SQL against query contracts such as required columns, max rows, and read-only expectations.
- ▌ Recommendation Ranker · rweisssieker-xpRank SQL performance recommendations by expected impact, operational risk, and implementation effort.
- ▌ Semantic Memory Index · rweisssieker-xpBuild a local token-vector memory index for deterministic retrieval without external embeddings.
- ▌ Telemetry Correlation · rweisssieker-xpCorrelate deployment, lock, query-plan, and replication telemetry into incident evidence.
- ▌ Vendor Feature Mapper · rweisssieker-xpMaps competitor capabilities to plugin USPs and differentiators.
- ▌ Autonomous Dba Copilot · rweisssieker-xpOrchestrates a DBA loop from evidence collection through confidence grading, experiment design, ticket prep, and rollback.
- ▌ Change Ticket Exporter · rweisssieker-xpExport approval-ready production change tickets with problem, recommendation, risk, rollback, and checklist.
- ▌ Fleet Health Scorecard · rweisssieker-xpRanks database fleet health by latency, error-budget burn, and replication lag.
- ▌ Knowledge Gap Detector · rweisssieker-xpIdentify missing database evidence before recommending an operational action.
- ▌ AI Migration Risk Radar · rweisssieker-xpScore migration blast radius and produce a rollback rehearsal plan before schema changes reach production.
- ▌ AI Strategy Synthesizer · rweisssieker-xpBuild a database improvement roadmap from objectives, evidence, and operational constraints.
- ▌ Autonomous Ops Briefing · rweisssieker-xpProduces a board-level briefing for closed-loop autonomous database operations.
- ▌ Cognitive Schema Mapper · rweisssieker-xpInfer candidate business concepts from supplied database schema metadata.
- ▌ Evidence Pack Generator · rweisssieker-xpBuild a DBA-ready performance case file with SQL, plan, waits, recommendation, rollback, and evidence grade.
- ▌ LLM Prompt Risk Auditor · rweisssieker-xpInspect database operation requests for ambiguity and unsafe intent using deterministic rules.
- ▌ Performance Pr Reviewer · rweisssieker-xpReviews schema and migration pull requests for performance, locking, index, and rollback risks before merge.
- ▌ SQL Performance Advisor · rweisssieker-xpUse when investigating SQL Server or PostgreSQL performance and guiding a case from scoped diagnosis to measured, business-correct verification.
- ▌ AI Guarded SQL Generator · rweisssieker-xpGenerates bounded read SQL with tenant, policy, audit, and performance guardrails.
- ▌ Migration Twin Simulator · rweisssieker-xpBuilds a SQL Server to PostgreSQL migration twin and rates query-family performance risk.
- ▌ Release Readiness Report · rweisssieker-xpProduce a release readiness report across production blockers, connector status, and health assessment.
- ▌ Workload Impact Analyzer · rweisssieker-xpRank workload queries by latency, call volume, and CPU impact to identify optimization hotspots.
- ▌ Advisor Confidence Grader · rweisssieker-xpGrade advisory recommendations by evidence strength and identify missing proof before production change.
- ▌ AI Data Contract Guardian · rweisssieker-xpCheck schema drift, required columns, PII declaration, retention, and governance controls against a declared data contract.
- ▌ Confidence Budget Manager · rweisssieker-xpScores whether enough evidence exists to recommend, defer, or escalate an autonomous operator decision.
- ▌ Index Portfolio Optimizer · rweisssieker-xpOptimize the whole index portfolio by finding redundant, overlapping, unused, and high-write-cost indexes.
- ▌ Policy Gated Self Healing · rweisssieker-xpCreates safe self-healing runbooks with policy, rollback, and approval gates instead of blind production changes.
- ▌ Rollback Rehearsal Engine · rweisssieker-xpCreates rollback rehearsal steps and proof checklist for database changes.
- ▌ SQL Code Review Assistant · rweisssieker-xpReviews SQL like a senior DBA and returns PR-ready comments and decision.
- ▌ AI Roi Narrative Generator · rweisssieker-xpExplain database tuning ROI from supplied measurements and explicitly labeled estimates.
- ▌ Autonomy Boundary Enforcer · rweisssieker-xpEnforces closed-loop dry-run boundaries and blocks autonomous production apply.
- ▌ Counterfactual Risk Engine · rweisssieker-xpCompares do-nothing, dry-run-change, rollback, and defer scenarios for an operating objective.
- ▌ Decision Evidence Compiler · rweisssieker-xpBuilds an executive-grade decision evidence packet from runtime signals and confidence checks.
- ▌ Production Readiness Check · rweisssieker-xpCheck whether CodexDB Agent is safe to run in production with live database connections, signing, audit replay, drivers, and complete skill metadata.
- ▌ Autonomous Learning Backlog · rweisssieker-xpPrioritize missing evidence and follow-up experiments from database advisor feedback.
- ▌ Semantic Incident Predictor · rweisssieker-xpClassify potential database incident risks from supplied signals using heuristic analysis.
- ▌ Autonomous Verification Loop · rweisssieker-xpCreate prove-before-apply gates for migrations, indexes, rewrites, SLOs, replay, and rollback evidence.
- ▌ Autonomous Experiment Planner · rweisssieker-xpDesigns dry-run experiments across query rewrites, indexes, workload twins, and rollout gates.
- ▌ Cross Agent Consensus Builder · rweisssieker-xpCompare supplied advisor recommendations and report agreement and unresolved disagreements.
- ▌ Production Rollout Orchestrator · rweisssieker-xpCombine production readiness, verification gates, and migration risk into a Go/No-Go rollout decision.
- ▌ Aos Load Analysis · rweisssieker-xpAnalyze AOS counters, user sessions, batch/service distribution, AOS topology, and load-separation recommendations.
- ▌ Blocking Analysis · rweisssieker-xpAnalyze SQL blocking, deadlocks, lock waits, root blockers, affected AX tables, and recommended low-risk remediation.
- ▌ Index Risk Review · rweisssieker-xpReview SQL Server missing-index and plan-warning evidence through AX-specific risk, write overhead, existing index overlap, and rollback guidance.