DeepSeek Harness plugins — Page 694

Local append-only evidence ledger for DeepSeek Harness

Session-scoped sources, assertions, inferences and open questions with explicit evidence boundaries

证据构建台账与充分性双判仪器：把「证据是否充分」从产生者自判拆成两个可分别复算的读数（kappa_self vs 独立覆盖 kappa_cov），冻结口径指纹并留痕，使「省了几轮」「够不够」这类结论可复算

DeepSeek Harness 组件生态实时可视化：把 harness 的每一个组件变成深海生物圈里的一颗生命，实时观察、实时进化。

Self-evolution orchestrator, durable experiment memory, and promotion lifecycle for DSH, shipped as an independent bundle

Local-first self-evolution plugin for DSH：把开发会话记成本地账本，用你自己已配好的模型做跨会话复盘，将踩过的坑与有效做法沉淀成本地知识；默认不联网、不上传、可一键导出。

进化核心插件（心脏）：聚合全量进化器官（self-test/emotion/reflection/life-core/evolve/memory/checkpoint/skill-forge）实时状态 → 五环完整性诊断（猜想→采证→finding→裁决→布线）→ 断点识别 + 行动建议。感知圈驱动 + 信号浮出，决策归爱丽丝（只读取证、不自动执行）。

Proof-carrying Skill self-evolution for DeepSeek Harness.

Evidence-driven runtime optimization for DeepSeek Harness: deterministic stuck detection + STRATEGY_RESET intervention, as a detachable DSH plugin.

Auditable, verifier-gated self-evolution for DeepSeek Harness.

File-based self-evolving memory for DeepSeek Harness v2: compression & extraction over official compaction, daily episodic layer, dream consolidation to semantic files (user/agent/memory/dream + project), catalog disclosure injection, no confidence machine. 文件化自进化记忆：消费官方 compact 压缩提取，每日情景层 + 梦境整合固化语义，目录式披露注入，无置信度体系。

独立的 Exa 深度网页搜索工具，为 DeepSeek Harness 中支持工具调用的模型提供更详细的网络检索。

出题专家 (Exam Expert) for DeepSeek Harness: turn the 12-step exam-paper workflow into a fixed, agent-supervised pipeline — wizard dialog for role + reference directory, directory reading with prefill, confirmation sheet, six-role dual-kanban production (出题→评题→答案→排版→转换→校验), and a reference-directory write guard. / 把出题专家提示词 V1.0 的流程固化成 DSH 插件。

考试时间分配

DSH 插件开发示例：一个最小工具类插件（defineTool 注册模型可见工具）。

DSH Web GUI 画板插件：右上角一键开关，全屏嵌入官方 Excalidraw 白板，侧边栏感知不遮挡

The most reliable read-only Excel analysis toolkit for dsh (DeepSeek Harness). Streaming xlsx reader (yauzl + sax), describe / filter / pivot tools, big-file safe.

Spreadsheet preview for the DeepSeek Harness web client: .xlsx, .xlsm, .xls, .csv and .tsv files open as a read-only grid in the right Sidebar instead of the unsupported-file placeholder

Official-pattern dsh bundle: replace headless-startup with per-invocation CLI flags without writing settings

Execution-fidelity guard bundle for DeepSeek Harness

运动消耗计算

dsh-experience-flywheel · DSH 经验飞轮插件 — agent cross-session experience memory + dual-acceptance gates (auto query/inject via agent/pre-step middleware; exit-1 gate scripts)

DSH plugin: model reasoning levels plus CLI request mimic, with a unified Daily Optimization settings section.

体验增强++：会话菜单按用途分 4 组重排并补齐 8 项会话管理能力，为桌面端补上「重启」入口，并提供「体验优化」设置平台与插件升级卡片