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Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.
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dsh client bundle: a sidebar usage & cost dashboard — token stats, peak/off-peak aware per-model pricing, membership ladder, achievements and a daily heatmap.
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Authenticated remote access for a DeepSeek Harness web profile: TLS, QR/passcode device pairing, password sign-in, and per-device revocation in front of an untouched loopback harness.
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DeepSeek Harness web plugin: DeepSeek API spend (per session / all sessions) and account balance in a top-right overlay card. Only deepseek-official routes are billed; third-party models are reported as unbilled.
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Conversational Grafana operations for DeepSeek Harness: inspect live observability data and make safe, reviewable dashboard changes
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Mobile-adaptive DSH web UI: on narrow screens the sidebar rail is hidden and the directory opens as an overlay drawer, so the conversation gets the full width.
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Evidence-backed built-in capability inspector with fail-closed controls for DeepSeek Harness Web.
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Private, single-account, unofficial Antigravity OAuth capability bundle for DeepSeek Harness
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Bidirectional bridge between Hermes Agent and DeepSeek Harness. Hermes dispatches focused tasks via JSON-RPC over POST /mcp/collab (one-shot or continuable, nonce-bound amend, secret-bound consult reply); DSH lets you continue Hermes sessions as native DS
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Eyes for text-only DeepSeek on DeepSeek Harness: image understanding via Doubao Web by default (zero cost, no API key), Antigravity IDE quota (flash/pro), Gemini API, or Cockpit proxy — model-invokable vision tool, wrapper adapters, evidence memory, and a bilingual client panel.
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Out-of-tree DSH bug-fix and compatibility plugin collection
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Multi-provider web search plugin for DeepSeek Harness supporting free-tier providers (Bing, Baidu, 360, Tavily, Brave, Serper, Bocha, SearXNG, DuckDuckGo) with auto-fallback and Web Settings UI.
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DeepSeek Harness plugin: 账户余额 + 会话费用（命令/工具 + Web UI 悬浮显示）
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股市行情皮肤+功能插件：从 Trading Terminal 皮肤演进而来的自选跑马灯、实时行情、自选列表与持仓盈亏面板，点击跑马灯弹出个股日K图（蜡烛/MA/成交量）（A股/港股/美股/指数/加密/外汇，腾讯+Binance+Yahoo+Frankfurter 聚合）
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DeepSeek Harness plugin: a sidebar "today's usage" card that pops a token usage dashboard (today / 7 / 30 days, 30-day per-model stacked chart, model ranking with usage share, conversation stats). Data comes from the session corpus only (idempotent rebuild, no double counting), persisted across restarts.
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DeepSeek Harness 前端插件：滑动变祖器
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Third-party DSH WebUI enhancement plugin: custom backgrounds, theme colors, prompt presets, token visibility, and manual context compaction.
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Model Pro — DSH plugin for llm-pi-ai provider lifecycle: create/edit, custom headers, enable/disable with uninstall-restore safety, smart routing, composites, observability, and per-model connectivity tests
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SearXNG-backed search provider for the DeepSeek Harness web capability seam (ctx.web)
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Model high-availability failover + subagent orchestration (fanout/pipeline/supervisor) for DeepSeek Harness
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Local-first failure evidence capsules for DeepSeek Harness sessions
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OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, and sanitized LLM prompt/completion capture from the session/event stream, with async batching, bounded offline buffering, and retry with backoff.
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Mobile plugin for the DeepSeek Harness Web shell: off-canvas sidebar/details drawers, bottom nav bar, and touch-first responsive sheet
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Probabilistic background Shadow agent reviews for DeepSeek Harness