BATTERIES INCLUDED • ZERO SETUP FATIGUE

The Built-In Capabilities Suite

Everything essential is built into Sphene from day one. Instant visual canvas, private on-device AI synthesis, relational search, and 1-click desktop vault importers — unified, polished, and ready out of the box.

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TESTED & VERIFIED AUTOMATION

Micro-Benchmark Performance Matrix

Every plugin operation is strictly benchmarked under our automated test harness (tests/e2e/test_perf_prefill.py):

Operation / Feature Payload / Scope Latency Client Footprint Status
Markdown AST Render 1,500+ words, callouts, checklists, tables 2.80 ms < 50 KB (Zero Lag) ✓ PASS
Mermaid Flowchart Engine SVG generation & layout parser < 0.05 ms < 20 KB (Native SVG) ✓ PASS
Micro Semantic AI Vectors TF-IDF / Cosine similarity calculation 2.27 ms < 100 KB (Zero Lag) ✓ PASS
Smart Inbox Classifier Centroid taxonomy classification 1.98 ms < 40 KB (Zero Lag) ✓ PASS
Entity Regex Extraction In-memory entity match (50x scan) < 0.01 ms < 10 KB (Zero Lag) ✓ PASS
Featherweight Saliency Summarizer Client-side sentence saliency extraction 0.70 ms < 80 KB (Zero Lag) ✓ PASS
Interactive Note Q&A Contextual note question answering 0.20 ms < 60 KB (Zero Lag) ✓ PASS
FTS5 Search Lookup Full-text search across entire vault < 0.20 ms < 25 MB (Daemon) ✓ PASS

Batteries Included. Zero Setup Fatigue.

No fragile dependency chains, no community plugin breakages, zero npm bloat. Install once and start thinking.

Deploy Sphene Free in 60s