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Eyes for text-only DeepSeek Harness agents: built-in free vision chain (no key) + pixel-level vision tools (Q&A, grounding, crop, pixel diff, colors, OCR, SVG trace, cutout, screenshots). One-command install, no Python, image turns work like ordinary tool-calling turns.
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Recent conversations stay vivid. Older ones fade into summaries, not oblivion. StrataGate gives DeepSeek Harness six-layer, time-decaying memory, while lasting events and relationships settle into a knowledge graph. Bring your memories from other AIs with
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The execution maze for DeepSeek Harness agents: see how the agent actually worked — main path, detours and backtracks on one timeline, with data tracks, deterministic analysis, and multi-session comparison
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Langfuse observability for DeepSeek Harness: OpenTelemetry traces, compaction, feedback Scores, and fork lineage
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DSH 插件回归评测门禁:yaml 用例 + headless 驱动 + trace 断言 + baseline 门禁(eval_run / eval_gate)
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File-diff visualization between checkpoint time nodes for DeepSeek Harness: a read-only timeline + per-file line diff over the dsh-checkpoint-rewind checkpoints storage domain, with preview-first rollback (restore workspace files from any time node, single-file or whole-node; per-file current→snapshot preview diff; single-shot in-process undo), exposed as /diff and /rollback commands, a JSON HTTP API, and a GUI panel (session header action + shell overlay). Requires the upstream dsh-checkpoint-rewind plugin (the snapshot producer) to be installed first — without it, only the Trace scope works
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Retrace · 回溯 — Recall, edit-and-resend, regenerate, and conversation/artifact versioning (timeline, rollback, fork map) for DeepSeek Harness — Web and Desktop
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Context Assembler DSH V0.99 — Context Assembler plugin for DeepSeek Harness (dsh): context compaction, cache-friendly topic-block management, water-pressure topic splitting, tool trace/rewrite, handoff planning and reality recall injection.
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Embedded yiTrace plugin for DeepSeek Harness turns, model steps, and tool calls
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OpenTelemetry traces backend for the DeepSeek Harness telemetry seam: folds agent session events into OTLP span trees
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Network diagnostics toolbox for DeepSeek Harness (dsh): DNS lookup (A/AAAA/CNAME/MX/TXT/NS/SOA/SRV/PTR/CAA), ICMP ping, TCP port check, TLS certificate check, traceroute, WHOIS registry lookup, and public IP info — zero runtime dependencies
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A continuous, model-assisted semantic debugger for DeepSeek Harness trajectories.
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DevTools for DeepSeek Harness web: read-only Agent Runtime Trace — turn/step execution timeline, model latency (TTFT/decode), tool-call durations, retries, hook and turn end reasons. Metadata-first, durable events only, zero behavior modification.
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dsh-langfuse: Langfuse LLM observability for DeepSeek Harness — one OpenTelemetry trace tree per agent session, with feedback scores and subagent lineage.
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Unified observability (trace/log/metric) for deepseek-harness plugins: hooks dsh session telemetry where available, maintains OTel signals where not, and exports via standard OTLP.
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A DeepSeek Harness bundle for local PDF reading, durable paper records, traceable evidence, and cross-paper synthesis.
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Run Claude Code, Codex, Pi, or the built-in loop side by side in one dsh — pick the engine per session, switch without restarting, keep one session store, history, and trace.
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Local-first code intelligence graph for DeepSeek Harness: structural search, blast radius, temporal memory, and 27 agent skills over Memtrace MCP.
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Litefuse observability for DeepSeek Harness: every user turn becomes one agent trace with per-call generations, tool spans, and subagent subtrees
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Local JSONL run traces and a live viewer for DeepSeek Harness sessions
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Trace DAG visualizer for the dsh web GUI: a conversation view tab that projects the official trajectory snapshot into a ReactFlow trace graph with dagre / d3-force layouts, hover highlighting, and a slide-out detail panel.
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决策地图 (Decision Map) — a DeepSeek Harness bundle plugin that renders the current session's execution trace as a readable timeline plus stat cards.
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Session-scoped LLM request and response inspector for DeepSeek Harness Web
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Plug-and-play proteomics analysis bundle for DeepSeek Harness: auto-managed R 4.4 runtime, step-wise traceable pipeline (normalize / PCA / batch / DEA / enrichment / GSEA), cached GO-KEGG annotation backgrounds.