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Generate properly formatted Markdown from unstructured notes, scratch text, transcripts, or rough drafts. Use when the user wants content rewritten into cleaner Markdown without inventing new information.

Apply when producing any markdown artifact for someone else (or future-you) to read — READMEs, analysis documents, Confluence pages, status reports, troubleshooting write-ups, skill content, conversation summaries, ticket descriptions, post-mortems, snapshots of system state, or any document that contains concrete current-state values. Defines the "snapshot + reproducer" rule (every static value m

Define the reader/customer avatar, painful current state, desired outcome, transformation bridge, objections, and proof needed before writing profile copy, posts, articles, landing pages, or visual concepts.

Rewrite titles, headlines, repository descriptions, homepage hero lines, LinkedIn headlines, article titles, and section openers so they lead with credible authority before explaining the content.

Compress bios, profile sections, bullets, posts, and visual prompts to strict character limits while preserving hook, proof, mechanism, reader benefit, and CTA.

Explain or apply a general operating model that turns messy requests and unfamiliar domains into reusable, adopted capabilities through clarification, context engineering, reuse, composition, hardening, and adoption.

Use authority, numbers, and institutional credibility without exaggerating or creating legal, ethical, or reputational risk.

Create curiosity-driven bios, profile About sections, article intros, and story-driven posts using measurable hooks, unusual contrast, mechanism, reader benefit, and CTA.

Use this skill when naming or renaming a GitHub repository, product, CLI, plugin, skill pack, framework, app, or public developer project. It reverse-engineers association-based open-source naming patterns and produces product name, repo slug, tagline, About description, topics, rejected names, and README hero copy.

Transform career achievements, projects, and operational wins into guide titles that are useful to readers.

Review homepage copy for clarity, authority, reader value, and layout usefulness.

Convert raw work history into measurable resume and LinkedIn experience bullets with outcomes, scope, mechanisms, tech stack, and credibility signals under character limits.