proposal

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…

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

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…

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

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…

Interview-driven single-agent task execution with model selection.

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…

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

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…