fredrikc3-sketch/vibeconfigstarterkit

Dynamics 365Finance & Operations

Implementation Accelerator — Skills Edition

An AI-driven workspace for configuring, deploying, and documenting Dynamics 365 Finance & Operations environments — built on the Anthropic Skills architecture and the official Dynamics 365 ERP MCP server.

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What this is

A structured, AI-readable knowledge base that turns D365 F&O implementations from consultant memory + scattered spreadsheets into a repeatable, self-improving process. Every capability lives in a Skill — a small SKILL.md with YAML frontmatter that the AI loads on demand.

Why Skills?

Traditional copilot instruction files dump everything into the always-loaded base context. Skills use progressive disclosure: only each skill’s description is permanently visible. The full body loads only when the task matches. The result:

• Smaller always-loaded context → faster, cheaper turns.
• Each capability evolves independently — no monolithic instruction file to grow forever.
• Industry-standard, model-agnostic format (Anthropic Skills).

Architecture: 4-Layer Orchestration

The big change in v2.1 is multi-layer orchestration with sub-agent delegation. Per-module work — config building, deployment, validation — is dispatched to sub-agents that load only their own module’s knowledge. The main agent’s context stays small even on a project with 25+ modules.

v2.2 council-driven hardening layers on top:

• Canonical JSON Schemas in schemas/ for journal entries, DMF templates, run-state, dependency graph and the fan-out worker contract — enforced by tools/validate_repo.py and a CI quality gate.
• Single-source-of-truth dependency graph at Modules/dependency-graph.json. Skills derive waves from this file, no more hand-rolled wave lists.
• Concurrent-write safety: workers write per-module artefacts under Documentation/_status//.json; the orchestrator merges into shared MD files after each wave.