one-shot

Runs a literature review for a confirmed research brief and builds it as an Obsidian-style wiki (source notes, concept notes, gap analysis, wikilinks) plus a…

Conductor for turning a software idea and requirements into a built implementation.

Conductor for the full research-to-proposal pipeline.

Socratic requirements extractor for software.

Designs software as an Obsidian vault that is both the node-graph and the function documentation - modules, functions, types, flows and decisions as linked…

Restate the user's intent in your own words before doing the task.

Socratic interviewer that sharpens a research hypothesis or idea into a precise brief before any literature work.

Turns an accepted proposal, validated literature wiki and target journal into a parallel-maximal roadmap for the manuscript and its code - a task DAG with…

Drafts an article proposal from the research brief and literature wiki, then iterates it with the user's feedback and an adversarial LLM review until both are…

Audits every citation in a manuscript draft - that each reference exists, its metadata is right, and the cited work actually supports the sentence that cites…

Executes the approved roadmap with parallel builder/critic subagent pairs using the gauntlet-loop method - a named, fetchable bar, blind comparison, no…

Creates a parallel-maximal implementation plan for the code only, derived from the design vault's node graph - tasks, dependencies, waves, critical path…