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Onboard New Developers - Fluent AI Skills

How-to Guide

Author:

Fluent Commerce

Changed on:

31 Mar 2026

Key Points

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Steps

Step arrow right iconConnect to the account

`/fluent-connect`

The wizard discovers your CLI profiles, selects the retailer, downloads all workflows, scans for source code, decompiles any JARs, and reports what's available.

Step arrow right iconExplain the main feature

`Explain how the Home Delivery order flow works end-to-end`

This produces a Feature Architecture Document with: - State machine diagrams (Mermaid) for every entity (ORDER, FULFILMENT_CHOICE, FULFILMENT) - Cross-entity sequence diagram showing event propagation - Rules & logic table explaining what each ruleset does - Settings dependencies with current values - Integration points (webhooks, scheduled events) - Analysis confidence levels (HIGH/MEDIUM/LOW per rule)
Output saved to `accounts/<PROFILE>/features/home-delivery/architecture.md`.

Step arrow right iconAnalyze specific workflows

`Analyze ORDER::HD for orphaned rulesets and trigger coverage`

Returns a status graph, event chains, process flow classification, and any structural issues.

Step arrow right iconUnderstand custom code

`Analyze the custom code for this account`

Scans `accounts/<PROFILE>/SOURCE/backend/`, maps rules to workflow rulesets, generates behavior descriptions, and flags any deployed rules without local source.