Literature Review Pipeline

End-to-end academic survey workflow with themes, contradictions, gaps, and validation.

The /lit-review workflow runs a full, structured survey-paper pipeline rather than a simple summary.

Usage

From the REPL:

/lit-review "retrieval-augmented generation for legal reasoning"

From the CLI:

bohr lit-review "retrieval-augmented generation for legal reasoning"

Pipeline

  1. Literature Collector
  2. Literature Quality
  3. Literature Synthesizer
  4. Literature Contradiction
  5. Literature Gap
  6. Literature Review Writer
  7. Literature Review Validator
  8. Citation Verifier

Expected output

  • outputs/<slug>.md
  • outputs/<slug>.provenance.md

The final review is required to include:

  • Introduction
  • Thematic sections
  • Key disagreements
  • Research gaps

Customization

  • Scope by year window (for example, 2020-2026)
  • Domain constraints (for example, only peer-reviewed venues)
  • Quality strictness (for example, keep only medium/high score papers)
  • Validator strictness for bias and missing perspectives