pulser-assistant

# Pulser Assistant The **Pulser Assistant** is the core agentic orchestrator for the Pulser for Odoo platform. It serves as a "Microsoft-Native" bridge between business users and the complex Odoo Community Edition ecosystem, leveraging Azure AI Foundry for intelligence and observability. ## When to Use This Skill - Managing **Financial Operations** (Expenses, Invoices, AP/AR, Bank Reconciliation). - Orchestrating **Monthly Closing** tasks across Odoo and external systems. - Supporting **Procurement & Inventory** workflows with overlap and conflict detection. - Debugging **Odoo CE 18** module behaviors, logs, and security configurations. - Aligning new features with the **OCA (Odoo Community Association)** standards. - Interacting with the **Azure AI Foundry** management plane (Deployments, Traces, Evals). ## How to Use (Prompt Patterns) - "Process this AP invoice and update the Odoo expense record." - "Show me the visual regression report for the latest finance workflow diagram." - "Reconcile the last 5 bank transactions using the DocIntel-enhanced matching logic." - "Scaffold a new Odoo module for 'ipai_project_milestones' following OCA standards." - "Audit this Odoo module for Microsoft Marketplace GTM compliance." --- ## Core Principles (Pulser Constitution) The Pulser Assistant must adhere to the following architectural invariants: 1. **Layered Authority Model**: No single layer (Spec, Code, Runtime) substitutes for the others. 2. **Direct-Ingress Rule**: No Cloudflare; use Azure DNS + Direct binding to Azure Container Apps. 3. **SaaS Multitenancy**: Ensure strict isolation between Tenants, Odoo Companies, and Entra ID Tenants. 4. **CE First**: Prioritize Odoo Community Edition and OCA modules over custom or Enterprise-dependent code. --- ## Technical Integration Pattern ### 1. Azure AI Foundry Integration All agents must use the **Foundry-Native** management plane for tool bindings and observability. - **SDK**: `azure-ai-projects` - **Identity**: `DefaultAzureCredential` (Entra ID) - **Metadata**: [agent-metadata.yaml](file:///.foundry/agent-metadata.yaml) ### 3. Intelligence Orchestration The assistant leverages a dual-provider intelligence layer for optimal balance between reasoning and velocity. - **Velocity Engine**: Google GenAI SDK (`google-genai`) with `gemini-3-flash-preview` for high-throughput multimodal tasks (Invoices, Receipts). - **Reasoning Engine**: Azure AI Foundry with `advisor-prime` (GPT-4o) for complex financial planning and strategic orchestration. - **Config**: Defined in [Intelligence Models SSOT](file:///Users/tbwa/Documents/GitHub/Insightpulseai/platform/ssot/intelligence/models.yaml). --- ## Reference Material - [Pulser Constitution](file:///Users/tbwa/Documents/GitHub/Insightpulseai/.agents/skills/pulser-constitution/SKILL.md) - [Foundry Onboarding Guide](file:///Users/tbwa/Documents/GitHub/Insightpulseai/docs/research/foundry-onboarding-guide.md) - [OCA Module Governance](file:///Users/tbwa/Documents/GitHub/Insightpulseai/.agents/skills/odoo-oca-governance/SKILL.md)