Inject the AI three-pass method into every deep reading session
Mora follows Karpathy’s three-pass framework: consolidate your library with a single import, summon the Copilot inside the reader whenever you need it, and send every highlight and answer directly into review and publishing so finishing truly means understanding.
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What is Mora
Mora is a desktop workspace for AI reading and LLM writing, built on Karpathy’s three-pass method.
One-stop library prep
Drop EPUB/PDF/MOBI/AZW3 once and let Mora dedupe, enrich metadata, and queue full-text plus vector indexing—no more scattered files or manual cleanup.
Pass 1: Immersive pre-read
An Apple-inspired three-pane reader keeps the reading area, notes rail, and ideas sidebar in sync so you can highlight, annotate, and capture instincts while you read solo.
Pass 2: Copilot deep analysis
Mora Copilot mirrors Karpathy’s three prompts—explain jargon, rank claims, and output structured summaries—with full citations and tool timelines you can trust.
Pass 3: Review & output
Highlights, ideas, and AI answers flow into the knowledge network, powering Roam-style cards, stats dashboards, and exports that lock in the understand → remember → share loop.
Why deep readers choose Mora
Designed to solve three common pains—scattered materials, LLM context breaks, and weak review—while keeping pace with the three-pass method.
AI three-pass × Mora implementation path
Blend Karpathy’s three-pass framework with a desktop reading + memory workspace:
Pass 1: Intentional reading & annotation
Import EPUB/PDF/MOBI/AZW3 once, auto-dedupe metadata, and queue full-text/vector indexing; read in the triple-pane viewer, switch pagination or scroll, and capture doubts via highlight presets plus the ideas sidebar to preserve human judgement.
Pass 2: LLM deep analysis
Mora Copilot mirrors Karpathy’s three prompts—explain jargon, rank key claims, output structured summaries—within any selection, chapter, or the whole book. Tool Timeline keeps every call auditable and citations jump back to the exact paragraph.
Pass 3: Targeted dialogue & review
Send unresolved questions to Thought Assistant, reference highlights/ideas across books, then save the answers into the knowledge base; Roam flashcards and stats dashboards absorb the context to close the understand → remember → share loop.
Key capabilities inside Mora
Tackle the pains that stop long-form reading from turning into lasting insight.
AI reading copilot
When jargon or tangled arguments slow you down, the embedded Copilot explains with citations, surfaces key claims, and shows the exact tool chain it used.
Advanced reader controls
EPUB/PDF modes, type systems, night themes, and focus shortcuts adapt to each session so marathon reading no longer feels exhausting.
Cross-book semantic search
Forgot which book held that insight? Command+K blends keyword and vector hits to jump straight to the right book, highlight, or idea.
Highlights & ideas hub
Every highlight, note, and AI answer is auto-filed with filters by book, time, or chapter plus bulk exports for reports.
Roam-style spaced review
Highlights instantly become cards; remember/forgot/skip keeps the cadence under control so Pass 3 review actually sticks.
Privacy-friendly desktop
Everything stays in the local Tauri sandbox by default, with opt-in encrypted sync only when multi-device work is required.
Master your next book with the AI three-pass method
Import once to consolidate your library, summon the Copilot mid-read, and let every highlight flow into review and publishing automatically. Join now to leave fragmented reading behind.