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모델을 위한 세션 간 메모리: 과거 모든 세션을 전문 검색(ctx.sessionQuery를 통한 SQLite FTS5)하고 가장 잘 일치하는 발췌를 현재 컨텍스트로 가져옴

DSH의 무손실 세션 로그를 기반으로 한 출처 표기 메모리: 정제된 사실마다 `(sessionId, eventRange)` 인용이 붙어 원본 로그 발췌로 바로 펼쳐볼 수 있음

Obsidian daily notes, tasks and Day Planner time blocks in the DSH sidebar: a Monday-first month grid with per-day word-count and task dots, a compact timeline for HH:mm time blocks, the selected day's diary excerpt and task list, and write-back of checkbox state, task text and times to the Markdown files; a first-run wizard detects the vault or accepts a path.

AlphaRSI — three-role self-improvement loop that evolves the training recipe of alpha sequence models. Operator runs walk-forward, Evaluator grades with OOS RankIC, Refiner proposes hyperparameters via TPE Bayesian search; only strictly-better recipes are kept. Offline one-command run, data bundle shipped with sha1 reconciliation, GPU auto-detect. Ships one skill.

Preventive content policy for DeepSeek Harness tool results: rewrite matched text with regex rules, or drop/truncate unpredictable payloads by field path before they are normalised, rendered, or persisted. The upstream counterpart to dsh-plugin-redact.

DeepSeek Harness plugin for CVE impact retesting: fingerprint a target, judge it against a CVE's affected range, gather passive evidence, and report a verdict with confidence and limitations.

Hard break on repeated tool calls: a synchronous ctx.tools.guard gate that counts semantic fingerprints (net/site/sink/cmd/exact) over a per-agent sliding window, ignoring decoy arguments such as description and timeoutMs.

Bundles the 14 obra/superpowers skills for dsh from a recorded upstream tag (v6.3.0), re-syncable with drift reporting; the skills trigger automatically.

A DeepSeek Harness bundle of 14 obra/superpowers engineering skills with a native agent preset, automatic session bootstrap, and Windows sandbox compatibility.

Adds a markitdown tool that converts PDF, Word, Excel, PowerPoint, HTML, CSV, EPUB and URLs to Markdown, using a real Microsoft MarkItDown installation when one is reachable and a bundled dependency-free converter otherwise.

DeepSeek Harness Agent 团队的信任指数插件 —— 为 spawn 出的 teammate 做实时信任评分：四维 EWMA 信任账本（按 agent 类型指纹跨会话累积）DeepSeek Harness Agent teams plugin — live trust scoring for spawned teammates: a four-dimension EWMA ledger keyed by agent-type fingerprint (cross-session)

Integrated memory and context management plugin: four-layer memory system (L2-L4), context compression/trimming/freezing, prompt orchestration, input box UI buttons, and enterprise security with role-based access control.

ServerChan3 (Server酱) push notifications when a turn finishes — title, model, project directory, git branch, status and a reply excerpt, with subagent filtering and fire-and-forget delivery.

Serves the obra/superpowers skill catalog to the harness and injects its using-superpowers bootstrap as a persistent, compaction-safe system-prompt section.

Drag or paste any local file onto the DSH page; it resolves the real absolute path (Spotlight + size/mtime + head/tail fingerprint match) and inserts it into the composer, with a content-cache fallback.

Full-duplex voice mode for DeepSeek Harness: zipformer2 streaming ASR → editable draft, Edge TTS sentence-by-sentence read-aloud with live captions, true barge-in — on-device ASR, no API key. · DSH 语音双工对话：流式识别入草稿、按句朗读+实时字幕、开口即打断，识别本地推理、无需 API Key

Core Superpowers-zh engineering skills for DeepSeek Harness.

工程方法论技能集：实现前先分类并获批（Spike/Bounded/Architectural）、系统化调试。受 obra/superpowers（274k★ MIT）启发的 DSH 原创改编。

Enterprise compliance for DeepSeek Harness — SOC2/GDPR automated checks, sensitive-info redaction, and a redacted tool audit trail. · DSH 企业级合规插件：SOC2/GDPR 自动化合规自检、敏感信息拦截与脱敏、操作日志审计追溯。

Share any DeepSeek Harness session as a self-contained read-only static webpage — timeline, collapsible tool calls & reasoning, default redaction, dual SHA-256 fingerprints, watermark. · 把 DSH 会话一键变成可分享的只读静态网页：单文件 HTML、离线可开、默认脱敏。

OpenClaw Enterprise AI Team bridge for DeepSeek Harness