What problem does it solve? Turning a pile of raw notes, fragments, or transcripts into a coherent article is hard: structure is unclear, concepts arrive out of order, and drafts drift from their opening thesis. This Skill runs a guided shaping session that commits to a structure and mines the raw material to fill it, paragraph by paragraph. ## Core Features & Use Cases - Concept grounding discipline: Tracks which concepts the reader already knows and forces every new block to only lean on grounded ideas, introducing or prerequisite-ing the rest. - Candidate openings: Drafts 2-3 alternative openings implying different theses, so the article's angle is chosen deliberately before drafting continues. - Deliberate format choices: Argues out loud about prose vs. list, table vs. repeated structure, quote vs. paraphrase, and callout usage for every block. - Incremental file writing: Appends each agreed block to the article file immediately, re-reading from disk before every write to respect user edits. - Use Case: You have a messy transcript from a brainstorming session. Point the Skill at the file, pick an opening, and collaboratively grow it into a polished article while the raw material stays read-only. ## Quick Start Ask the assistant to run a writing-shape session on your raw notes file and save the resulting article to a path you specify.