-
Merge pull request #750 from rowboatlabs/email_improvements
frostbyte_neo 发布于
2026-07-14 06:24:44 +00:00 feat(x): unified email classifier with labels, triage sections, and user instructions
Replace the two disjoint email classification systems (inline importance
classifier + batch labeling agent) with a single LLM pass that emits
importance, category, knowledge verdict, summary, and a pre-drafted reply.Classification:
- classify_thread.ts now returns {importance, category, knowledge}; the
category enum and prompt are built at call time from a label registry
(7 built-ins named after Superhuman's vocabulary — Direct, Calendar,
News, Marketing, Pitch, Notification, Receipt — plus up to 12 custom) - Users create labels in plain text via the new "Email agent instructions"
dialog; an extraction pass syncs them into config/email_labels.json.
Instructions are also injected into every classify/draft call and the
composer's Write-with-AI bar (seeded: Investor / Candidate / Customer) - Per-thread category corrections are sticky and feed few-shot learning
(email_category_feedback.ts), same pattern as importance corrections
Knowledge graph:
- Delete the labeling agent pipeline (label_emails, labeling_agent,
labeling_state); admission is now the stampedknowledge: extract|skip
frontmatter, with legacy noise-tag fallback and a budgeted sweep that
backfills unclassified markdown (build_graph holds unstamped files) - Guardrails: user-participated threads always extract; user importance
flips never touch the knowledge verdict; classify failures stamp nothing
Inbox UI:
- Sections become Needs you / Waiting on them / Everything else; waiting
state is derived per render (user sent last, others participated), never
stored, so it can't go stale - Category chips on rows (Direct stays chipless), filter pills with counts,
one-click bulk archive per category, "Reply ready" indicator - Fix: Everything else section could never load/render under sustained
sync writes (fetch was chained on hasReachedEnd, which live reloads reset)
下载附件
- classify_thread.ts now returns {importance, category, knowledge}; the