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Conversation header badge showing the DeepSeek Harness version, checking npm for the latest release and prompting upgrades.

Model-driven /init command: the agent analyzes the current repo and generates/updates a high-signal AGENTS.md, with a persistent system-prompt reminder to keep it maintained.

Document-code consistency guard: audits version headers / changelog tables / directory trees / module & test counts / cross-doc references for drift, with severity-sorted, read-only fix suggestions.

Dependency-topology guard: pre-install conflict prediction and post-install detection of duplicate @deepseek-ai/dsh-* copies, version drift, and vendored core services that cause Symbol-key crashes like "Cannot read properties of undefined (reading 'prepare')".

Read-only health clinic for the installed DSH plugin set: loader health, dependency integrity, version compatibility, install-script risk, duplicates and patch integrity, delivered as a model tool, a Settings dashboard and JSON reports.

Registers `list_profiles` and `export_profile`, so the agent can show what setups exist and hand back a whole profile — bundle order, plugin versions and patch — as one portable file to share. Read-only.

Bidirectional Feishu/Lark channel for DeepSeek Harness: persistent conversations, true streaming replies, 40 MCP Feishu tools, slash commands, and an IM-bot status tab in the plugin settings.

Git worktree Session Targets with isolated task sessions, Ready for Review, reversible Local Preview, human-confirmed delivery, environment retention and recovery, and same-session iteration.

Code smell radar: statically scans TODO/FIXME debt, stub implementations, long lines, oversized files and duplicated blocks, with severity-sorted read-only fix suggestions.

PDF parsing tools for DSH: pdf_info, pdf_extract_text, and pdf_render_page with dual pdfjs and built-in rendering engines, including system-font rendering for PDFs with non-embedded CJK fonts.

Automatic, local-first cross-session memory for DeepSeek Harness: layered Event/Element cards, evidence-gated recall, and expansion back to original turns and tool results.

Minimal-compatible first turn for Web root sessions: starts with persistent bash and str_replace_editor, removes automatic workspace and skill context, then restores the selected preset after the first tool call or reply; includes a persistent composer toggle.

Message review and quote chips for conversations: multi-model cross review (code/reply) with severity grading and summaries, review history, and host-persisted preferences.

Look & theme plugin for the DSH Web UI: built-in palettes, light/dark/follow-system appearance modes, Open VSX theme search & install, and VS Code theme import with a persisted theme library.

DSH Web skin manager for mainstream DSH skin packages: import local paths or GitHub collections, scan installed skins from the web profile, preview/use/disable/refresh/delete, with host-side persistence.

Persistent provider-reported token usage for DSH Web, with a sidebar summary and settings-page breakdowns by range, token type, provider, and model.

Persistent provider-reported token usage totals with per-session, per-model, and daily activity statistics.

Model sampling sliders (temperature / maxTokens) in the composer: override every model request for all providers via the agent/request hook, with hot/persist modes.

DeepSeek Harness용 영구 장기 페르소나 메모리: MEMORY.md/USER.md 저장, memory + memory_search 도구, 요청별 컨텍스트 주입, 비밀 정보 스캔. pi-hermes-memory의 설계 철학을 이식

`dsh pm` 플러그인 관리자: 다중 소스 검색(awesome 목록 + GitHub + npm), 프로필별 설치/제거/업데이트, 매니페스트·번들 패치·버전 드리프트에 대한 doctor 감사 기능

벡터 + 그래프 메모리 백엔드: 로컬 memoria 서버를 대상으로 하는 observe/remember/search/recall 도구, HNSW 시맨틱 회상·FTS5 키워드 검색·지식 그래프 신호를 RRF 랭킹으로 융합, 턴 종료 시 자동 저장과 에이전트별 네임스페이스 격리 지원

URL parsing, tracking-parameter removal, encode/decode, and redirect expansion.

Queries npm/PyPI package metadata (version, license, dependencies).

Name-case conversion across 8 styles: camel, snake, kebab, Pascal, and more.