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Architecture showcase

Heliox system map for contributors

This page translates core concepts from the desktop project into a web-readable architecture narrative, focused on understanding, onboarding, and contribution planning.

Visual Flow Canvas

Model before/after snapshots and task checkpoints for each agentic cycle.

Agent Orchestration

Coordinate specialized roles, models, and modifiers with deterministic boundaries.

Snapshot Validation

Capture visual regressions and quality metrics before promoting generated changes.

Copilot CLI Adapter

Bridge command execution with enriched context, parsing, and resilient event streams.

Data flow

Conceptual pipeline for each agentic iteration cycle.

1Prompt
2Role / mod
3Execution
4Snapshot
5Diff + metrics
6Review
7Next cycle