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Role-based Codex / Claude Code / ACP subagent providers for the DeepSeek Harness: continuable children, durable session recovery, per-role product permissions, delegation with a permission ceiling, and a declarative role library.
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dsh plugin: recognize attached images with the built-in Windows OCR engine (Windows.Media.Ocr) and send only the recognized text to the model. Text models never receive image bytes; vision passthrough is opt-in.
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DSH peer link — point-to-point messaging between dsh agents and other local agent sessions (e.g. Claude Code) over unix sockets. Independent plugin: register as a peer, receive messages into agent context, reply with peer_send, list peers with peer_list.
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See what your AI agent protected: session security receipts, visible data provenance, task boundaries, and tool identity checks for DeepSeek Harness.
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dsh plugin: recognize attached images with the built-in Windows OCR engine (Windows.Media.Ocr) and send only the recognized text to the model. Text models never receive image bytes; vision passthrough is opt-in.
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Privacy-minimal heuristic per-turn execution summaries for DeepSeek Harness
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dsh plugin: recognize attached images locally with Tesseract OCR and send only the recognized text to the model. Text models never receive image bytes; vision passthrough is opt-in.
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Correctover runtime security for DeepSeek Harness (DSH): CCS 7-dimension verification, command-injection/SSRF/credential-exfil blocking, Ed25519 receipts, audit-first. Install with `dsh plugin add dsh-correctover`.
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Observe-only hash-chained evidence receipts for DeepSeek Harness
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Content-addressed receipts for skills actually loaded by DeepSeek Harness
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DeepSeek Harness plugin: let text-only models receive pasted images, and analyze them with a built-in OpenAI-compatible vision tool
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Turn a DeepSeek Harness session into deliverable work reports (daily/weekly/handoff/article) with verifiable receipts
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Recursive Self-Improvement (RSI) engine for DeepSeek Harness: a bounded perceive → integrate → verify → repair → propose loop that keeps a downstream desktop app in sync with the fast-moving upstream harness. AI for AI — DSH maintains DSH.
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Background stream listeners that wake the DeepSeek Harness agent — put a watch on a command or file and receive new lines as in-session notices. Ships a daemon host so a watcher can run unattended for weeks.
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Ask DeepSeek to falsify a file or gate a PR. Receipt: PASS / PASS_WITH_DEBT / BLOCK. Adjudicator, not a second opinion. Green lint is not a ship.
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SMS forwarding webhook for DeepSeek Harness: receives pushes from SMS Forwarder apps, stores them, and exposes sms_recent / sms_search tools.
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DSH Feishu self-built app integration: receives text messages over the official Feishu WebSocket long connection, routes them to a DSH agent session, streams safe assistant text deltas through a Feishu CardKit card, and falls back to ordinary text when card streaming is unavailable. Acknowledges with an OK reaction (text fallback). Standalone Cordis bundle — no dsh source changes.
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Privacy-minimal provenance receipts for DeepSeek Harness workspace instructions
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Control your DeepSeek Harness agent from Feishu/Lark: send tasks via DM, receive results back, approve tool calls from mobile cards. Powered by lark-cli.
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Freeze a working sequence into a hosted production line. Turn a sequence of tool calls that already works into a named pipeline that runs on our servers on a schedule, with a receipt per run — plus recurring watch tasks that notify you only when a result actually changes.
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会话消费小票:按模型展示每个对话的 token 用量、调用次数、耗时与费用(receipt-style per-conversation usage and cost)
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Generic webhook receiver for DeepSeek Harness — POST to a local endpoint to wake a dsh agent.
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OpenAI-completions-compatible adapter for custom gateways (vLLM / LM Studio / self-hosted proxies): always role:"system", enable_thinking / chat_template_kwargs / reasoning_effort driven by the llm-pi-ai model config, and a </think> split on the receive side — no pi-ai behavior guessing.
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Mine local DSH session logs (JSONL) into personal 'usage & impact' receipts: Markdown day/week/month reports plus a self-contained HTML receipt, cross-referenced with local git log. Zero-network mining, privacy-first (reads only your own dshHome).