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DeepSeek Harness를 위한 의미 기반 검색, 리소스 관리, 자동 리콜(사용자 + 에이전트 이중 공간) 및 세션 메모리: viking:// URI에 대한 memsearch/memfind/memread/membrowse/memgrep/memglob, memadd/memremove 리소스 관리, memqueue 옵저버 상태, memcommit 세션 캡처, memlearn 스킬 플레이북 생성.

에이전트 루프를 OpenTelemetry 트레이스, 메트릭, 로그로 GreptimeDB에 내보내며, 토큰 사용량, 비용, 세션 결과, 턴별 레이턴시를 다루는 7개의 Grafana 대시보드를 포함합니다.

codegraph CLI를 래핑하는 13개의 네이티브 codegraph_* 도구를 등록하는 DSH 번들. 에이전트가 파일을 grep하는 대신 사전 인덱싱된 코드 지식 그래프를 부트스트랩, 유지 관리 및 쿼리(심볼 쿼리, 탐색, 노드 트레일, 호출자/피호출자, 영향 분석, 영향 받는 테스트)할 수 있게 합니다.

SSH 원격 작업 공간 - 일반 sshd를 통해 원격 머신에서 bash, 파일 도구, glob 및 grep 실행(exec + SFTP), 원격 설치 제로, 순수 추가형.

Shows which graft index a dsh session is serving and whether it still matches the code, and gives the model graft_ask, graft_grep, graft_callers, graft_skeleton and graft_map as native tools.

Cloud workspaces for DeepSeek Harness: pick "Cloud (SSH)" in the workspace chooser and the agent's bash/read/write/edit/glob/grep tools transparently run on your Linux server over SSH. Includes ssh_* agent tools, an SSH host settings card, jump-host suppo

DSH web UI용 도킹 가능한 IDE 워크벤치: GPU 가속 터미널(Rust PTY 위의 restty 렌더러), CodeMirror 편집기, 파일 탐색기, 노트, 샌드박스 브라우저 및 ripgrep 콘텐츠 검색을 제공합니다.

AST-based structural code search and syntax outline tool powered by ast-grep.

Shadow built-in grep with Microsoft tgrep (trigram-indexed search) for DeepSeek Harness

DSH web plugin: a VS Code-style code editor view (file tree, Monaco, ripgrep search/replace, Markdown preview, git diff).

Open folders on remote hosts over SSH as Harness workspaces: file tools (read/write/edit/grep/glob) and shell commands run directly on the remote host over SFTP, ripgrep, and ssh2 exec, with no local mirroring, an encrypted multi-host registry, and the local sandbox policy still enforced.

Workspace-scoped Semgrep SAST tool for DeepSeek Harness with a managed Windows x64 runtime, structured bounded findings, cancellation and timeout controls, and user-approved sandbox escalation. Installs from npm as @aaub-software/dsh-semgrep-sast.

DeepSeek Harness plugin that aggressively saves tokens without affecting task quality: lossless head/tail truncation of tool results (default), grep-result folding, pressure-triggered dsh-compaction-basic delegation, and an LLM-summary CompactionEngine subclass for the aggressive mode. Saves 97.6% of input tokens on an 8-scenario synthetic suite, with all reductions routed through dsh event flow so model-visible = logged stays intact.

Pi-compatible tool suite recreated inside DeepSeek Harness: installs lower-case read/write/edit/bash/find/grep/ls core tools while retaining DSH-backed web, task, plan, todo, think, and slash extensions.

DeepSeek Harness 插件：为 Agent 增加 code_scan 工具，用 semgrep 扫描代码并输出按文件/行号/严重级别分组的中文报告

가벼운 온디맨드 컨텍스트 조회: 재생 안전 인용과 함께 이미 저장된 히스토리를 읽어오는 context_query / context_slice / context_grep 도구

DSH web plugin: a VS Code-style code editor view (file tree, Monaco, ripgrep search/replace, Markdown preview, git diff).

RTK (Reusable Token Kompressor) tool for DeepSeek Harness — token-optimized CLI proxy exposing read/ls/git/grep/err/test/json and more through the standard shell sandbox.

The dsh grep and glob tools executed in-process by the dsh-rs addon, with the packaged-ripgrep spawn as the fallback

Semgrep SAST bundle and model-facing scan tool for DeepSeek Harness.

Line-anchored read/edit/batch_edit/grep/undo_last_edit tools for DeepSeek Harness (dsh). Every line is addressed by `<line>:<anchor>` so chained edits skip a re-read; stale or ambiguous anchors are rejected and a fresh `<line>:<anchor>` is served back. Un

此为 DSH 生态插件。Dolphin - 主动巡检型安全防御插件，支持本地扫描与远程 SSH 巡逻。将渗透测试方法论（信息收集→漏洞探测→利用验证→报告）转化为主动防御巡检流程：基于 Semgrep 的扫描层与基于 SSH 的执行层相融合，可对本地目录做静态扫描，也可将扫描命令经 SSH 下发至远程主机执行并回收结构化结果。

Makes ctx.logger output visible: a /logs chat command over a full-capture ring (level, name, grep, since filters) plus a default-on stderr exporter for warnings and errors, configurable per plugin; works headless. Also documents that dsh's default log buffer silently drops warn and debug records.

Resident-index grep for DeepSeek Harness that shadows the built-in grep/glob tools under the same names: repeated content searches hit an in-memory index ranked by access/modification frecency, and glob serves the built-in ripgrep semantics when available, falling back to the index otherwise.