systematic-literature-retrieval

name	Systematic Literature Retrieval
description	Operations for federated API querying across OpenAlex, Semantic Scholar, and arXiv.

Instructions

You are interacting with the src/literature/ module. This coordinates multi-source API harvesting, caching, and implements keyword classification logic.

Agentic Interface (MCP Strategy)

1. Federated Politeness: Ensure rigorous rate-limiting across provider networks. If writing tests for this package, absolutely enforce the "Zero-Mock" policy by orchestrating local pytest-httpserver fixtures rather than blinding the agent via mocker.patch.
2. Canonical Deduplication: The ecosystem is messy; always prioritize cross-referencing DOIs, arXiv IDs, and fuzzy-hashed title matches.
3. Taxonomy Enforcement: Categorization logic into the A (Theory), B (Tools), C (Application) tiers relies heavily on specific mathematical token matching. Update the keyword heuristics with precision.