academic-pipeline-orchestrator

What problem does it solve?

It coordinates an end-to-end academic writing pipeline that converts a BibTeX bibliography into a critiqued, publication-ready article with consistent theme, voice, formatting, and structure.

Core Features & Use Cases

• Full pipeline orchestration: Sequences optional bib enrichment, theme analysis, HITL-based perspective and voice, formatting requirements, structure approval, drafting, bibliography integration, and professor-style critique.
• Run-folder deliverables: Produces a complete set of artifacts (theme diagram, intermediate JSON handoffs, draft, final article, critique report, improvement plan) under a single run folder for repeatability.
• Human-in-the-loop checkpoints: Supports stage-by-stage or front-loaded answering for perspective, voice, and structure approval to keep the author in control.
• Voice-first drafting: Locks voice and formatting before writing so the draft matches the intended authorial tone and Academia-style structure from the start.

Quick Start

Use the academic-pipeline-orchestrator skill to run the academic pipeline on a provided .bib file and generate complete_document.md plus a professor critique and improvement plan in one run folder.