plane-dsh-plugin

When coding with an AI agent, the tasks, bugs, decisions, and milestone progress that surface during a session tend to vanish into chat history, and nobody back-fills the project-management tool. plane-dsh-plugin exists to close that gap: it silently recognises semantic signals for tasks, bugs, decisions, ideas, risks, and milestones inside a DeepSeek Harness agent session, writes them to a local SQLite outbox first, and then synchronises them to Plane asynchronously without blocking the agent primary work.

Under the hood the plugin ships a durable outbox with idempotency, retries, leases, and crash recovery so no event is lost or duplicated across network hiccups or restarts. It exposes eight agent tools for project discovery, binding, capture, and review, plus a Plane-style floating panel with status filters, optimistic updates, and a sync-health indicator. Each turn injects only incremental active-item context rather than repeating a full project snapshot, keeping token usage lean. Plane API keys are resolved through the DSH credentials system and are never written to the plugin database.

It is built for small teams or independent developers who run daily development in DeepSeek Harness and track work in Plane. If you find yourself copy-pasting work items from agent transcripts into Plane over and over, this plugin was made for you.