context-management 19

Composable three-tier memory control plane for DeepSeek Harness: persistent runtime context, searchable project documents, pluggable long-term memory, guarded strategies, WebUI, and headless tools.

Source-aware native DSH Topics with manual drafts, permissions, visual boards and learning cards

Lossless context folding for DeepSeek Harness: the oldest span is replaced by a brief, and the originals stay in the session log.

File-based memory plugin for DeepSeek Harness (DSH) — cross-session memory in plain markdown files, with a memory star-map view, type/tag filtering, retrieval aliases, and an optional autodream pass that consolidates memories on demand or on a schedule —

Keeps long coding-agent sessions lean: wrap a stretch of work in a named task, and when it ends, fold that whole span into one short titled summary. The conversation stays readable, context costs stay low, and any fold's original content can be read back

One chat for everything in DeepSeek Harness (DSH): no more hunting for old conversations. Each message goes to the topic it belongs to, with its own context.

Model-driven context-window rollover bundle for the DeepSeek Harness: fresh working context, durable model-managed notes, a small verbatim recent tail, and targeted history recovery — no summarization.

Codex-style lossless-retrieval context manager for the DeepSeek Harness: token-budgeted sliding window, persistent working notes, and cold-history search over the append-only session log

Windowed, reversible context management for DeepSeek Harness; replaces Basic compaction.

dsh plugin: a compact_now tool letting the model trigger compaction itself at a safe point, plus a context_status tool so it can check real token usage against its context window, instead of only the automatic token-threshold trigger.

Adaptive Reversible Context (ARC) for DeepSeek Harness — provider-aware, cache-conscious context governance with reversible recovery.

Context Guardian as a native DeepSeek Harness (DSH) bundle: deterministic, seq-pointer-preserving compaction with model-facing recall and search. Companion to dsh-tool-guardian.

DSH 对抗多智能体三层失效的防御插件：读取台账去重度量(read-ledger)、免疫压缩规则区+完成机械门禁(immutable-core+completion-gate)、低成本审查lane(role-router)。零外部依赖，注入即用。

Composable, view-based memory for DeepSeek Harness. Pluggable sources and strategies, with layered memory out of the box.

Context Transparency Manager: the model context as a visible, editable, effectiveness-scored surface (self-contained dsh bundle plugin)

Content-addressed offload store for bulky DeepSeek Harness tool results

Active Context Pruning (ACP) for the DeepSeek Harness — model-driven context management as a CompactionEngine backend.

CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucina

Active Context Pruning (ACP) for the DeepSeek Harness — model-driven context management as a CompactionEngine backend.