Research

Conduct preliminary research on a topic and generate research outline.

Deprecated redirect — use research instead.

Answer with current, cited facts using web_search then web_fetch.

Provides access to the user's personal wiki, including notes, research, project documentation, decisions, and archived knowledge.

Use when the spoken content of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to summarize, quote…

Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries…

Use when YouTube is or could be relevant — even if not mentioned: pasted video/channel/playlist links, video IDs, @handles, creator lookups, video summaries…

Use when a YouTube playlist is involved: pasted playlist links or IDs, requests to list playlist videos, browse playlist contents, or work through a playlist…

Use when the user wants to find YouTube content on any topic: searching for videos or channels, finding creators who cover a subject, discovering tutorials…

Web research and synthesis using agy CLI

Use when a medical AI paper should be found and cited by AI search engines and RAG tools.

Use when a target journal has no profile yet.

Use when exposure, outcome, covariate or eligibility definitions and cutoffs need a citable basis before the protocol.

Use when looking for research topics a longitudinal cohort database can answer (NHIS, UK Biobank, an institutional EMR or registry).

Use when starting or inheriting a radiology research project and need to know what it is.

Use when references must be written, rendered or converted.

Use when choosing the model for a medical-imaging study.

Use when turning a folder of research PDFs into Obsidian notes, even if Obsidian is not named.

Use when applying a published cohort study's methodology to a different database.

Use when writing a literature review article (narrative, scoping PRISMA-ScR or systematic).

Use when drafting a medical research manuscript or any IMRAD section.

Use when drafting an IRB or ethics research protocol.

Answer with current, cited facts via web_search and web_fetch.

When a symptom has several plausible causes, rank falsifiable hypotheses and run the cheapest discriminating observation first; prefer least-assumptive…