Literature Review

Orchestrate a structured two-pass review. The script drives state management and data fetching; the agent drives the judgment calls (screening, synthesis). Each review is a persistent session — you can pause, resume, and revisit.

Phases

1. init      Create session, capture the research question
2. search    Wide net across Semantic Scholar (+ arXiv optional), dedup
3. screen    Agent reads titles/abstracts/tldrs, marks keepers
4. fetch     Script produces a fetch plan (arxiv-analyze or PDF URL per paper)
5. [read]    Agent reads each shortlisted paper via the indicated strategy
6. [synth]   Agent writes the review: established findings, tensions, gaps

Steps 5 and 6 are agent-driven (no new subcommand); the script's job is to set up the material.

Usage