writer

Invoke the writer:assembler skill and follow it exactly.

Invoke the writer skill and follow it exactly.

Invoke the writer:literature-review skill and follow it exactly.

Invoke the writer:code-analyzer skill and follow it exactly.

Invoke the writer:results-interpreter skill and follow it exactly.

Invoke the writer:academic-reviewer skill and follow it exactly.

Invoke the writer:synthesis skill and follow it exactly.

Peer review agent that critically evaluates the manuscript for publication readiness. Verifies claims are supported by citations, validates methodology against hypothesis, independently interprets results, and identifies discrepancies. Produces actionable feedback for revision. Invoked before final assembly.

Process a single PDF paper and generate condensed notes. Designed to run as a subagent with isolated context. Receives paper path and scope context, outputs structured markdown notes.

Statistical review agent that ensures accuracy of statistical methods and results reporting. Validates test selection, assumption checking, and proper interpretation. Invoked during Methods and Results drafting. Use when statistical rigor is critical.

Combine all draft sections into final manuscript, apply formatting constraints, and generate reference list. Final step of writer workflow. Requires academic reviewer approval and all drafts/*.md files.

Analyze GitHub repository to extract methodology and generate the Methods section. Fourth step of writer workflow. Requires scope.md and cloned code/ repository.

Scan project folder structure, validate organization, clone GitHub repository, and generate an inventory of available materials. First step of writer workflow. Use when starting a new manuscript project.

Process user-provided PDFs using isolated subagents, generate structured notes, synthesize findings, and draft the Introduction section. Third step of writer workflow. Requires scope.md.

Draft scientific research manuscripts from research data. Use when user wants to write a research paper, has a project folder with papers, data, figures, and a GitHub repository link. Orchestrates context-ingestion, scoping, literature-review, code-analyzer, results-interpreter, synthesis, and assembler sub-skills.

Analyze CSV data files and interpret figures to generate the Results section. Fifth step of writer workflow. Requires scope.md, data/ folder with CSVs, and figures/ folder with images.

Conduct scoping conversation with user to define research question, key findings, and constraints. Generates scope.md that guides all subsequent steps. Second step of writer workflow. Requires inventory.md to exist.

Synthesize all accumulated notes and drafts to generate the Discussion and Abstract sections. Sixth step of writer workflow. Requires all notes/*.md files and drafts/introduction.md, methods.md, results.md.