literature-review

Synthesizes internal experiment records and external publications into a cited literature review.

1|1|Updated May 9, 2026
One-click install
npx skills add https://github.com/methodic-research/skills --skill literature-review-methodic-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/methodic-research/skills/tree/main/research-plugin/skills/literature-review
Command: npx skills add https://github.com/methodic-research/skills --skill literature-review-methodic-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Researchers need to ground new work in prior art, but searching internal experiment records and external literature separately, then tracking citations manually, is slow and error-prone. This Skill runs a scoped two-source survey, synthesizes the gap, and makes load-bearing sources durable as registered publications and linked citations. ## Core Features & Use Cases - Two-source survey: Searches the Chronicle internal corpus (experiments, reports, lineage) plus an external literature MCP, with graceful degradation when one source is unavailable. - Citation management: Registers publications by DOI, arXiv, or BibTeX and links them as inputs to an anchor experiment, with deduplication handled automatically. - Gap synthesis and persistence: Produces a three-section synthesis (tried internally / published literature / the gap), optionally saved as a research_report and reported as an activity. - Use Case: Before proposing a new experiment on diffusion model sampling, ask for a literature review; the Skill scopes the question, surveys both corpora, cites the five load-bearing papers, and states the unresolved gap. ## Quick Start Do a literature review on efficient attention mechanisms for long-context inference and cite the key papers to my current experiment.

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 across internal experiments and external papers?▼

Invoke the literature-review skill with a scoped topic; it runs chronicle-research-survey to search the Chronicle internal corpus plus a configured literature MCP, then synthesizes prior art and gaps. Load-bearing sources are registered and cited automatically.

Can I do a literature review without an experiment in Chronicle?▼

Yes, experiment-less reviews are first-class: the survey and synthesis run against a bare topic and publications are still registered. Only citation links and persisted research reports require an anchor experiment.

How are publications registered and cited in Chronicle?▼

Publications are registered via chronicle.register_publication using a DOI, arXiv identifier, or BibTeX, with automatic deduplication. They are then linked to an experiment with chronicle.link_asset as input citations.

What happens if no literature MCP is configured?▼

The review degrades to internal-only search over the Chronicle corpus, and the synthesis explicitly states that the external literature half was not surveyed. Citations are never fabricated for missing sources.

Why did a citation link fail with a 403 error?▼

A 403 (link_propagation_denied) means you lack permission to propagate links on that asset, but the publication remains registered. The skill reports which links failed and continues with the rest of the review.