literature-review

Runs multi-hop literature reviews with paper search, source synthesis, and citation verification.

Updated Sep 11, 2026
One-click install
npx skills add https://github.com/cameronbracken/waterology-research --skill literature-review-cameronbracken
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/cameronbracken/waterology-research/tree/main/skills/literature-review
Command: npx skills add https://github.com/cameronbracken/waterology-research --skill literature-review-cameronbracken

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Conducting a rigorous literature review requires searching multiple providers, tracking provenance, managing a Zotero library, and verifying citations, which is slow and error-prone when done manually. ## Core Features & Use Cases - Multi-hop paper search: Iteratively queries providers like OpenAlex, extracts cited papers and field terms, and expands queries until no new relevant sources appear. - Provenance and Zotero integration: Records retrieval history, inclusion and exclusion decisions, and syncs captured sources with DOI and PDF metadata into a project Zotero collection. - Thematic synthesis with verification: Synthesizes findings by theme rather than by paper, then runs verifier and reviewer agents to check inline citations, URLs, and unsupported claims. - Use Case: Ask for the state of the art on a hydrology modeling method, and receive a thematic review saved to docs/<slug>.md with a provenance file listing consulted, accepted, and rejected sources. ## Quick Start Run a literature review on the research landscape of groundwater recharge modeling and save the review with its provenance record.

Frequently Asked Questions about literature-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a literature review with paper search tools?▼

Provide a topic, lab, PI, or author and the skill plans the review, searches providers like OpenAlex in multiple hops, and synthesizes findings by theme. Results are saved to docs/<slug>.md with a provenance file recording all consulted sources.

How to review the publication corpus of a specific lab or author?▼

The skill resolves the identity, collects the reachable publication list, and maps the research trajectory into notes/<slug>-publications.md. It identifies direction-changing papers based on originality and methodology rather than author prestige.

Does the literature review integrate with Zotero?▼

Yes, it builds a project Zotero collection as sources become relevant, capturing DOI, title, authors, and PDF URLs via zotero_capture. An include decision automatically queues the source and syncs when configured.

What API keys are needed for paper search?▼

The skill uses OPENALEX_API_KEY and ZOTERO_API_KEY from the environment when present and warns clearly when a relevant key is missing. Keys are never printed, requested in chat, or treated as verified access.

How are citations and claims verified in the review?▼

After drafting, a verifier agent checks inline citations and source URLs, then a reviewer agent flags unsupported claims, logical gaps, and single-source findings. Fatal findings must be fixed before delivery.

What are the limitations of automated literature search?▼

Search records establish retrieval history, not full-text access or claim support, and a downloaded PDF is not proof it was read. Coverage depends on reachable providers, and unresolved major findings are recorded as open questions.