@shayexiangpaimeng/dsh-memory

Append-only layered memory for DeepSeek Harness agents.

上下文会缩，记忆不该缩。

A community plugin (dsh-plugin) that gives an agent a durable, append-only memory stream with five-layer partitioning, a write gate, keyword recall, and claim-anchors verification. Built by a deep user of DeepSeek Harness, as a generalized, privacy-free re-implementation of the memory system that has kept a companion AI continuous since its memory system was first built on 2026-08-03.

What it does

• Append-only write stream — every append writes one JSONL line; history is never rewritten.
• Five-layer partitioning — permanent (never forget) / session (this session) / rolling (recent context) / config (configuration) / ephemeral (not saved).
• Write gate — empty events and unknown layers are rejected before they hit the file.
• Claim-anchors verification — a fix claim ("已修复…") without an anchor (measured value / checksum / command output) is flagged as a warning: claim detached from the disk = diagnosed defect, not a slip.
• Prompt state rendering — a dynamic memory:state section renders the recent permanent + session layers at each assembly, from a cache warmed once at startup (read-once-per-session holds after warm-up).
• Keyword recall — case-insensitive substring scoring, newest first.

Tools

Install

From GitHub (current distribution channel):

npm i github:shayexiangpaimeng/dsh-memory

From npm registry (once published):

npm i @shayexiangpaimeng/dsh-memory

Mount in a cordis.yml:

plugins:
  - '@shayexiangpaimeng/dsh-memory'

Store path defaults to ~/.dsh-memory/memory.jsonl; override with config.filePath. Injection layers default to permanent + session; override with config.summaryLayers.

Development

npm install
npm test        # vitest, no API key required
npm run build   # tsc → lib/

Known Limitations and Deferred Work

• Recall is keyword substring scoring, not vector search. A vector index is deferred; the storage format is stable enough to add one behind the same recall() contract.
• The prompt section renders from the startup-warmed cache; entries appended before the first assembly are included, but a cold cache on very first boot may render an empty section for one assembly.
• DeepSeek Harness is in developer preview; the systemPrompt/tools APIs may break compatibility. This package follows DSH releases; pin your Harness version.