obsidian-literature-workflow

Installs or repairs the laboratory's Operon task boards and project views in an Obsidian vault.

Creates or repairs the Obsidian knowledge base and folder mappings for an existing research repository.

Maintains canonical project context and durable research decisions in the mapped Obsidian knowledge base.

Creates and edits Obsidian Bases (.base) files with filters, formulas, views, and summaries in valid YAML.

Writes and edits Obsidian Flavored Markdown with valid wikilinks, embeds, properties, callouts, comments, and tables.

Co-authors a technical document, proposal, or specification through context gathering, targeted drafting, and reader-testing review.

Investigates software failures, exceptions, and errors by tracing execution, reproducing the problem, and testing the suspected cause.

Creates and edits Obsidian Canvas (.canvas) files with nodes, edges, groups, and layout following JSON Canvas Spec 1.0.

Prepares commits, branches and pull requests following the repository's existing Git conventions, including Conventional Commits messages and merge strategy.

Extracts reusable ML techniques, code patterns, and feature engineering ideas from Kaggle competition winning solutions and maps where they apply.

Diagnoses hard bugs and performance regressions by building a reproducible feedback loop and testing competing causal hypotheses.

Creates Telegram, X, or Habr posts from a research paper using verified figures and the user's writing style.