Use when AI should run an autoresearch-style loop for creative writing, iterating on chapters, reveals, arcs, and webserial hooks against explicit rubrics, benchmark cases, and rewrite decisions instead of stopping at the first plausible draft.
Use when a user wants to start, continue, or review a benchmarked fiction-improvement loop from an existing piece of writing. Initializes a recorded project structure, benchmarks the current draft from multiple lenses, generates assumption-driven variants,…
Use when defining or revising a fiction benchmark for a story, chapter, scene, reveal, confrontation, or arc by selecting evaluation lenses from the repository's skill library. Produces a reusable benchmark profile that can be applied across variants in an…
Use as the orchestration skill for Brandon Sanderson's 2025 writing methodology. Routes a task through process, promise design, structure, character, speculative design, ending, revision, and publishing strategy as needed.
Use when outlining or revising stories, scenes, memoir pieces, or narrative nonfiction that need stronger character motivation, change, conflict, pacing, and act structure.
Use when writing or revising headlines, taglines, landing pages, ads, email hooks, offers, product copy, or calls to action. Focuses on specific, visual, falsifiable, distinctive copy instead of vague brand language.
Use when prose feels abstract, academic, generic, bureaucratic, or AI-flat. Edits for concrete language, visual clarity, contextual examples, and reader-friendly explanation without dumbing ideas down.
Use when essays, speeches, books, poems, posts, or scripts need more quotability, rhythm, emphasis, and rhetorical force through devices like repetition, contrast, parallelism, and reversal.