dsh-nexus

In a DeepSeek Harness setup, cross-session memory has traditionally been handled by appending raw text to a file — unstructured, unaudited, and blind to token budgets. dsh-nexus reframes memory as a three-tier structure of atomic units, gating, and auditability: each memory is an indivisible data element scored and ownership-checked before writing, allocated against a fixed byte budget at injection time, and fully traceable and reversible throughout its lifecycle.

Three capabilities stand out. First, cost self-protection: the default mode is zero-token and zero-external-service, extraction is purely deterministic, injection is capped at 1024 bytes, and the system auto-degrades to write-only after seven idle days. Second, transparency and control: the panel header reads exactly how many entries and bytes made it into context against the budget, every excluded entry carries one of six explicit reasons, and a one-click fix is offered per reason — shorten, reassign project, or confirm active. Third, reversible deletion: archive, recycle bin, and permanent erase form three isolated stages, a misfire can be undone within five seconds, and conflicting entries are resolved through a three-way verdict rather than blind overwrite.

This plugin is for DeepSeek Harness developers who need persistent cross-session memory and treat memory as structured data, not a log. If you want every write to be auditable and rollback-able, want a zero-token default that needs no external embedding service, and prefer a dark-mode panel to visually manage budget, ownership, and confidence at a glance, dsh-nexus is built for that workflow.