LIRA — Literature Intelligence & Research Architecture
Academic Context Intelligence

Your scholarly context

Everything LIRA does is read through who you are and where you are in your academic journey. This is the lens the other systems interpret your work through.

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Cohorts / Cross-Document Analysis

Cohorts

BUILD

Create a cohort

VIEW

Cohort report

Scholar / Writing Workspace

Writing Workspace

DRAFT

Start or resume a draft

WORKSPACE

Academic Workspace

No active workspace yet — start one for this academic period.

GUIDED

Assignment Writer

LIRA never writes the assignment. It asks the questions that force the thinking, then arranges your own answers into prose — every stage gated on your approval.

ALL

Your Assessments

Every assessment you've started, with its completion state — delete lands items in the recycle bin for 7 days, never straight to permanent loss.

BIN

Recycle Bin

Deleted assessments and drafts stay recoverable for 7 days, then are purged.

SCORE

Defensibility Engine

Five deterministic scores plus a grounded examiner critique, computed fresh against your current draft.

EXAMINE

Examiner Mode

Simulates a thesis defence, grounded in your draft and library. Respond in the panel on the right.

Knowledge Intelligence

Knowledge Intelligence

MAP

Graph view

Every node was built from your own stored analyses. Click a legend chip to hide a type; drag nodes, scroll to zoom, drag the background to pan. Click a node to see how it was constructed and to question it.

QUERY

Positions

Ask "what supports this position" — answered from stored relationships, not a fresh Claude call.

Research Anchors are the ideas important enough to outlive the document they came from — the persistent knowledge that connects your reading, writing, and thinking. Promote an annotation into an Anchor, or create one from scratch.

Scholarly Memory

Scholarly Memory

ANCHORS

Your Research Anchors

The ideas you chose to keep — the persistent knowledge that carries across documents into your writing and thinking.

Literature Intelligence and Research Architecture

LIRA

From documents to arguments.
From sources to structure.

© 2026 Walter Method Learning. LIRA™ is proprietary content.