pyr0ball opened issue Circuit-Forge/roadmap#18

pyr0ball
Tue, 10 Mar 2026 20:26:24 -0700

18#[AVCT] Avocet — Email classifier training tool — multi-account IMAP, card-stack labeling, benchmark harness#

[AVCT] Avocet

Email classifier training tool — multi-account IMAP, card-stack labeling

Repository

https://git.opensourcesolarpunk.com/Circuit-Forge/avocet

Milestones

https://git.opensourcesolarpunk.com/Circuit-Forge/avocet/milestones

Design Pillars

Privacy · Safety · Accessibility — co-equal, non-negotiable.
Neurodivergent and adaptive needs users are a primary audience.

Tier System

Tier | What you get
Free | Core pipeline, basic AI assist, local LLM only
Paid | Cloud LLM, integrations, full AI generation suite
Premium | Fine-tuned models, multi-user, advanced analytics
Ultra | Human-in-the-loop operator

License