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File-change review for DeepSeek Harness sessions: per-turn change cards styled like the official deliverables card with one-click per-turn revert, a turn-scoped review tab (draggable split diff, syntax highlighting, real line numbers), and a three-step open chain (chosen editor at the line -> OS default app -> built-in preview).
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AiFP Cognitive Memory — persistent memory MCP server for AI assistants. Chinese-first retrieval with causal chains, Hebbian associations and graph diffusion. 记忆感知系统
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Content-addressed receipts for skills actually loaded by DeepSeek Harness
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Observe-only hash-chained evidence receipts for DeepSeek Harness
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Deploy the ArchGraph ARGO toolchain, skills, and rules (schema, scripts, argo-init skill, global rule) with one command.
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dsh plugin + agent preset that replicates opencode + oh-my-openagent (omo): opencode's toolchain and system prompt, omo's multi-role subagent orchestration, and browser-side omo role selection + per-role model/fallback settings.
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DSH plugin: switch the language of the agent's thinking/reasoning process (简体中文, English, Русский, Français, Deutsch, Español, 日本語, 한국어 and more)
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GrayPrint — live reasoning-style fingerprints for the DeepSeek Harness web chat. Compares grayscale-vs-current writing style by internal reasoning paragraphs and independently tracks Let me exploratory openers versus We need planning openers.
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Audit deepseek-harness (DSH) plugins before install, guard them at runtime. Static verdict + pre-install audit protocol; supply-chain checks (typosquat, OSV); exfiltration & ransomware detection, honeypot canaries, integrity baseline. Alarm-only; blocks confirmed destructive ops.
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Cross-session memory with governance, self-evolution and an approval-gated write path for DeepSeek Harness. Heat-ranked recall, environment conventions, forgetting lifecycle, supersession chains, poisoning defense, auto-distillation, and an open measurement ABI.
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DeepSeek Harness plugin: hide the raw chain of thought and show a summarized chain of thought produced by a small model (any Chat Completions-compatible API).
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Lint your repo for chain-of-thought leakage — the session-transcript residue AI assistants leave in docs, comments, and commit-adjacent prose. Ships the cot-trim skill as an installable DeepSeek Harness plugin.
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Agent-driven long-term memory for DeepSeek Harness: scoped memory (global + per-workspace), layered entries (fact/knowledge/episodic), time-bucket compaction (day→week→month→year), associative recall (related chains) + memory_relate navigation (multi-hop BFS closure), auto recall injection on user messages (CJK bigram search, tail append), agent-decided content.
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Security for DeepSeek Harness in two layers: source-backed pre-install vetting plus fail-closed runtime guardrails and HMAC-chained audit logs. Zero runtime dependencies.
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Two-tier model router for DeepSeek Harness — automatic execution/judgment routing with LLM Judge, multi-model fallback chains, and exponential-backoff runtime failover. A DSH adaptation of pi-shift-router.
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Native memory for DeepSeek Harness — auditable facts with evidence chains, powered by StateCore
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IDE engineering services for DeepSeek Harness: LSP diagnostics/navigation/rename, DAP debugging (debugpy + js-debug), and task-toolchain build/test/lint runs.
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A macOS Keychain-backed CredentialProvider for agent harnesses, initially compatible with DeepSeek Harness.
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DSH standard vision skill: Qwen dynamic-resolution preprocessing + OpenAI-compatible VLM chain with failover/429 backoff, structured evidence mode, local tesseract-first long-screenshot OCR, paste-to-path (no framework patch). 8 tools + runtime skill.
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Windows Git Bash fix for DeepSeek Harness (dsh): MSYS sandbox conflict + terminal inspector, plus the minimal-win collective-thinking preset (we/let's reasoning chain).
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VS Code (from a code-server release) inside DSH: a right-sidebar tab driven by the plugin's own launcher over the in-process VS Code server (lib/launcher.mjs). Since 0.3.0 the bundle also ships an editor bridge (assets/extensions/dshcs-editor-bridge): a read-only channel between the in-tree VS Code extension host and DSH, giving the agent what only the editor knows (unsaved buffers, language-server diagnostics, the active selection) and letting editor gestures drive the session. Since 0.3.22 the ask panel renders that session's new content with DSH's own Markdown renderer (pinned to the deployed DSH UI version); since 0.3.23 it is a full-width dialog with collapsible thinking rows and can answer approval requests in place — the bridge's only non-read-only route (POST /approve, constrained to pending in-process requests and the outcomes allowed-once/rejected; panel-first for 5 minutes, handed back to the official card the moment the panel closes). The tab claims DSH file addresses (dsh-resource://file/**) by file type (setting claimExtensions), so the product's own produced-file chips, delivered-file previews and inline prose mentions open in the workbench. The IDE is a resident surface moved with Element.moveBefore instead of being remounted, so switching sidebar tabs no longer reloads it. Opening the tab switches the right sidebar to fullscreen by default (setting fullscreenOnOpen). Following a workspace switch is lightweight: the workbench re-navigates with the new ?folder= and the IDE process is not restarted (since 0.2.12). Requires a DSH with the right-sidebar services (sidebarRightTabs/sidebarRight, >= 0.1.5-alpha.1); older DSH versions get a single upgrade notice on the settings page and no other UI. Two serving modes: loopback port (default) or same-origin mount on DSH's own webServer (/code-server, protected by ctx.connection.requestRejection). No code-server Node layer, no argon2, no C++ toolchain.
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DSH Web UI 增强插件:逐轮对话导航、思维链默认展开、DeepSeek 官方 API 会话价格统计 | DSH Web UI enhancement plugin: turn-by-turn navigation, thinking-chain default-expand & session cost meter for the official DeepSeek API
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Chain conversation view, sub-sessions and one-shot /btw Q&A for DeepSeek Harness — built on session primitives.
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Reproducible multi-source release evidence for DeepSeek Harness