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Gymnasium RL environment for AI-powered customer support triage — classify, prioritize, assign, and respond to emails under SLA pressure. Built for the OpenEnv spec.

A thread-aware benchmark for inbox decision-making under real workplace pressure. It combines incident response, executive coordination, budget approvals, duplicate threads, and reply-budget tradeoffs behind a single OpenEnv-compatible API.

Production-grade AI inbox triage agent. Hardened with prompt-injection ▎ defenses, sender allowlisting, idempotent processing, and fail-closed secret ▎ handling. FastAPI · Gmail · LLM · Postgres.

An agent must triage incoming support/compliance emails using respond, escalate, or archive while minimizing risk and maximizing completion quality.

MailTriage is a local-first, read-only IMAP triage tool that generates daily summaries, suppresses replied threads, highlights actionable mail, and can extract follow-up tasks via a private LiteLLM endpoint. Data and credentials stay local by default.

Four AI agents — Calendar Gatekeeper, Email Triage, Daily Briefing, Meeting Assistant — for the executive workday. Each one specialized; all running together.

An Explainable Email Triage Engine that converts overloaded inboxes into action-oriented workflows using Domain-Anchored matching and Layer 0 Phishing Quarantines.

Preview scaffold only; not commercially verified and not the current flagship.

Decision-routing workflow for email triage: classifies intent, routes edge cases, and keeps a human approval gate (no auto-send).

A realistic RL environment for training LLM agents on enterprise email triage—featuring multi-step decision making, ambiguity handling, tool usage, and deterministic evaluation.

Autonomous inbox triage for Gmail + Apple Mail — classifies threads, tracks every owed reply, drafts voice-matched responses. Draft-only, never sends.

Proof-of-concept AI email triage system built with FastAPI and Claude. Classifies customer support emails, assigns priority and department routing, detects escalation risks, and generates structured JSON responses with deterministic fallback logic.

Codex-powered multi-account Gmail triage cockpit using gogcli

Agent Society for Enterprise Email Triage — Meta PyTorch OpenEnv Hackathon 2026 (Grand Finale) Multi-agent debate colony with symbolic safety layer, adaptive curriculum, and GRPO training. Full OpenEnv spec + Hugging Face Spaces deployment.

Demo of an AI email brief agent built on iGPT, delivers a chief-of-staff style brief over your inbox with priorities, deadlines, statuses, and next steps. Includes a reusable LangGraph base class for building your own iGPT-backed agents.

AI-powered email triage agent that classifies Gmail inbox, saves draft replies, and alerts on urgent emails — built with Python, Claude AI, and Docker.

Gmail-polling n8n workflow that classifies incoming emails with Claude, drafts replies, labels them, and routes alerts to Slack. Part of the n8n-ai-agents catalog.

Personal AI email agent for Gmail: a serverless FastAPI + React PWA that classifies messages, summarizes must-reads, and recommends noisy senders to unsubscribe from, with user-confirmed actions only.

Real-world Email Triage RL Environment built with OpenEnv framework