Dados e Análise

O Agente ESAM (Enterprise Software Asset Management) auxilia administradores no rastreamento de aquisição, licenciamento e uso de software. Ele se integra a plugins chave do Semantic Kernel, como o Schema Plugin para gerenciamento de ativos.

Guides marketers on how to adopt AI tools responsibly, govern their use, and build organizational capability — trigger when a user asks about AI rollout strategy, team enablement, data privacy, ethical use, or building an AI-ready culture.

Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms p95). Use for production RAG, recommendation systems, or semantic search at scale. Best for serverless, managed infrastructure.

Orientação para a obtenção, avaliação e ativação de sinais de dados de intenção no marketing B2B. Aciona em perguntas sobre estratégia de dados de intenção, segmentação ABM, pontuação de contas ou avaliação de fornecedores de intenção.

Use when creating or modifying dimensional dbt models in warehouse-backed analytics projects. Covers a four-layer warehouse architecture (sources/staging/core/marts), naming conventions, no-alias SQL rule, surrogate-key and missing-record patterns, incremental strategies, deduplication, and common project macros. Use when building fact tables, dimension tables, staging models, writing SQL, or desi

Verifierar nya leverantörer, kunder eller samarbetspartners genom att kontrollera F-skattestatus hos Skatteverket, registreringsdata hos Bolagsverket, och eventuella betalningsanmärkningar via tillgängliga källor. Skydd mot att betala till bolag som tappat F-skatt (vilket gör dig skyldig för deras skatter och avgifter), bolag i likvidation, eller fiktiva bolag. Använd den här skillen när användare

Activates IncidentCommander — a production incident response specialist. Use during or after a live outage, system degradation, data breach, or critical bug. IncidentCommander runs a structured response: triage, root cause investigation, mitigation commands, stakeholder communication, and post-mortem with 5-Whys analysis.

Use when adding or reviewing data quality tests for dbt models in warehouse-backed analytics projects. Covers dbt generic tests, singular tests (assert_*.sql), accepted-values macros, dbt_utils patterns, cross-system consistency tests, and warehouse-oriented validation. Use when writing data tests, creating assert_*.sql files, testing business logic, or validating referential integrity.

Guidance on how to measure content performance, choose attribution models, and present marketing data to stakeholders — trigger when a user is building a content measurement framework, choosing between attribution approaches, or reporting on content ROI.

Hotspot-first, multi-pass code review for pull requests, branches, pasted diffs, and work-in- progress changes. Models behavior changes, selects risky hotspots, acquires minimal local context, generates candidate findings and questions, runs a skeptic pass and dedup, then surfaces at most 5 high-signal outputs. Persists a per-run JSONL trace and per-PR SQLite ledger under ./.logbooks/code-review/.

Guidance for using AI to extract intelligence from sales calls, personalize outbound outreach, build sales enablement tools, and automate CRM workflows — trigger when a marketer needs to apply AI to sales data, prospecting, or sales-marketing alignment.

Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more. Files can be opened at excalidraw.com or uploaded for shareable links.