88 results
Notebook Knowledge Studio — NotebookLM-like local knowledge workspace for DeepSeek Harness: Notebooks, Sources, source-grounded Chat with citations, and Studio artifacts (Mind Map / Reports / Flashcards / Quiz / Infographic / Slide Deck / Data Table), stored as OKF v0.2 markdown under the workspace.
Deterministic, CI-safe golden-output evaluation for DeepSeek Harness
Semantic long-term memory for DeepSeek Harness: embedding-based retrieval over a persistent cross-session memory store, with model-facing tools, proactive per-question recall, automatic conversation summarization, and auto-selected embedding provider (apiKey present → API, otherwise local).
dsh的跨会话记忆管理插件，让agent记住每一个任务的内容和进度。包含命题图、三层内存漏斗、混合向量 + 词法检索（RRF）以及浏览器端审查面板。 ｜ Cross-session memory management for DSH — lets the agent remember the content and progress of every task while executing. Includes a proposition graph, three-layer memory funnel, hybrid vector + lexical retrieval (RRF), and a browser-side review panel.
Persistent project intelligence and memory plugin for DSH: architecture analysis, cross-session context, TODOs, and optional hybrid retrieval
Controlled A/B comparisons and evidence-backed reports for DeepSeek Harness plugins and presets.
边做边学知识库：CRAG 式纠错检索（L1 Markdown wiki + L2 Hindsight）→ 未命中后台经 L3 限流联网补料 → 蒸馏落 staged → 两段式 commit 升入 L1。
Evidence-governed experience memory for DeepSeek Harness
DeepSeek Harness plugin: multi-tier memory management, semantic retrieval, structured memory, and model-context awareness for infinite context.
Reflect2Evolve memory plugin: layered L1/L2/L3 memory, reflection-weighted value backprop, cross-task policy induction, skill crystallization, and three-tier retrieval for OpenClaw, Hermes Agent, and DeepSeek Harness.
DSH-native multi-runtime baseline, ablation, and reproducible evaluation control plane
Replay real DeepSeek Harness turns against Standard, Minimal, Anchored, or plugin candidates with frozen request-surface evidence
A durable, bounded lifecycle supervisor with scheduled evaluation for live DeepSeek Harness sessions
Plugin value auditor for DeepSeek Harness: judge a plugin before install and audit installed ones — heuristic scan + LLM judge, with model-switch re-audit reminders. · DSH 插件价值裁判：装前判断值不值得装，装后审计是否还该留，模型切换时提醒复核。
Agent benchmark evaluation plugin for DeepSeek Harness: web panel, slash commands, headless CLI, test-set import, model/judge switching, orchestration, scoring, and reports.
Pre-write reuse firewall for DeepSeek Harness: before the agent writes a new helper/service, surface the existing implementations that already cover that intent. Deterministic retrieval (no LLM) backed by the Auto_code_audit capability channel.
RAG 检索增强生成：向量数据库、嵌入、语义搜索、减少幻觉、来源引用。受 wshobson/agents（38k★ MIT）启发。
DeepSeek Harness plugin exposing the CX Agent Studio Scripting API CLI (cxas-scrapi / 'cxas') as model-facing tools: apps, deployments, evaluations, conversations, traces, tools, callbacks, variables, pull/push, and lint.
DeepSeek-MATLAB file-IPC bridge tools: ping/eval/editor/workspace + Simulink model tools.
Kimi WebBridge for DeepSeek Harness: drive the user's real browser (navigate, click, fill, snapshot, screenshot, evaluate, network, upload, PDF) through the local Kimi WebBridge daemon
Deterministic regression tests for DSH policy decisions, evaluated without invoking the protected tool body.
Agent observability plugin for DSH — behavior audit, cost tracking, anomaly detection
Evidence-first multi-model coding comparison workbench for DeepSeek Harness
Turn explicit coding-agent corrections into executable DeepSeek Harness regression tests.