cross-session 19

Recent conversations stay vivid. Older ones fade into summaries, not oblivion. StrataGate gives DeepSeek Harness six-layer, time-decaying memory, while lasting events and relationships settle into a knowledge graph. Bring your memories from other AIs with

DeepSeek Harness (DSH) local-first cross-session project memory: bounded cache-friendly Hot Memory, BM25 recall/cache, provenance, lifecycle and bilingual Web GUI; no embeddings, external service or bundled runtime dependencies.

Cross-session long-term memory for DeepSeek Harness (memory palace · AGI Architecture Exploration on dsh-market): dual-scope SQLite memory graph, hybrid retrieval, provenance audit, and a knowledge flywheel.

Cross-session agent-to-agent messaging for DeepSeek Harness: claims, verification and a decision ledger, so two agent sessions don't repeat, contradict or deadlock each other.

Cross-session reference (mention) for DeepSeek Harness: paste @[label](dsh-session:…) into any session — including one in another workspace — and the host resolves and injects the referenced session snapshot via the native session-reference pipeline. Incl

Same-runtime cross-Session discovery and communication for DeepSeek Harness

Durable workgroup capability for DeepSeek Harness: named session groups with roles, cross-session messaging, and a GUI member panel

DSH Native Cross-Session Collaboration, In-Process Session Call, and Public Blackboard Plugin

Unofficial DeepSeek Harness plugin — sessions as addressable, first-class citizens: lifecycle controls (/resume, /unarchive, opt-in /rm-session) plus session-addressed messaging (/send-to, /notify, /address, session_send_message tool). Working companion t

DSH Native Cross-Session Collaboration, In-Process Agent Call, and Public Blackboard Plugin

Cairn — long-term memory for the DeepSeek Harness: persistent cross-session memory (store, tools, auto-extraction, context injection) as one installable profile bundle

DeepSeek Harness（DSH）对话互通插件：让同一进程里的对话互相发现、直接发消息、盯进度、设护栏——不用先绑定，也不用开子代理。Peer messaging, supervision, and tool guardrails between conversations.

DSH session communication: read existing transcripts, copy session IDs, message live or saved sessions, and inspect token usage. Uses host runtime services without installing a second DSH core.

Cross-session knowledge for DeepSeek Harness: ctx.knowledge service + knowledge_* tools, SQLite FTS5 trigram retrieval (CJK substring) with L1 query expansion. V1.11 contract (write/update/search/list/delete + budget + events + error codes).

Cross-session memory plugin for DSH — auto-extraction, semantic recall, scheduled maintenance, LLM-powered consolidation, context explosion prevention, global Soul identity

DSH plugin: same-workspace cross-session read-only browsing for models — list_sessions / read_session / search_sessions tools with strict cwd scoping, UNTRUSTED snapshot marking, and bounded budgets (optional SQLite FTS full-text search).

DSH plugin: replica of Claude Code's /insights command — cross-workspace session usage analysis powered by the global session-query corpus, with per-session LLM facet extraction (cached), 8 analysis prompts, and a self-contained interactive HTML report. R

Cross-session long-term memory for DeepSeek Harness (dsh): durable JSON-file memory store with memory_save / memory_recall / memory_forget / memory_list model tools, installable as a dsh bundle.

Long-term cross-session memory and association for DeepSeek Harness: durable memory records, activation-spreading recall, and automatic prompt injection.