Muskan029-sam/email-triage-env

This is a personal experiment/prototype with zero adoption signals (0 stars, 0 forks, 0 velocity, 10 days old). The project applies a known pattern—wrapping a real-world task as an RL/agent training environment using an existing specification (OpenEnv)—to a new domain (email triage). While email automation is a legitimate use case, this represents a straightforward application of the OpenEnv framework to a standard task, not a novel environment design or breakthrough in agent training. The implementation is extremely early-stage with no evidence of users, community, or technical depth beyond the initial scaffolding. Frontier labs (OpenAI, Anthropic, Google) are actively building agent training environments and workflow automation; this specific instantiation is trivial for them to replicate or would be absorbed as a simple benchmark within their larger agent/productivity platforms. The project has no moat—it's neither infrastructure-grade nor does it offer specialization that would resist replacement. High frontier risk because this falls squarely within the active domain of LLM-based agent training and productivity automation that frontier labs prioritize.