contextual-writing

Route standalone German and English writing, editing, research, and audience-facing prose. Not routine README, API-doc, or code-comment updates within coding tasks.

Audit, minimally revise, fully rewrite, compress, expand, localize, translate-review, or voice-calibrate existing German or English text without changing claims, evidence, persona, or required structure. Use for general or cross-domain editing. Domain-specific deliverables remain owned by their focused workflow, which may load this skill as a review layer. Never optimize for AI detector evasion.

Create explanations, tutoring sequences, study material, exam support, worked derivations, active-recall prompts, and accessible learning content. Use when the user wants to understand, practise, remember, or be coached rather than merely receive a finished artifact. Adapt depth, notation, pacing, and cognitive load from supplied learning context without reducing conceptual rigor.

Draft, revise, or review German and English academic prose from supplied evidence, notes, data, and sources. Use for academic paragraphs, abstracts, paper sections, literature syntheses, and thesis material when the final deliverable is scholarly writing, not a new research process.

Create, revise, or review CVs, resumes, cover letters, proactive internship or job outreach, application answers, professional biographies, and profiles through structured intake and verified evidence. Use when the final deliverable is evaluated as an application or career document. Ask only for missing decision-critical fields and never invent achievements, qualifications, motivation, or company fit.

Create, revise, or review sales outreach, customer and partner messages, follow-ups, value propositions, competitive briefs, marketing copy, landing-page copy, product narratives, and commercial social content. Use when persuasion, buyer context, proof, channel, and a commercial action control the writing. Keep drafts grounded and customer-safe; never invent account, company, product, or performance facts.

Create or revise articles, essays, blog posts, website prose, social posts, newsletters, personal writing, thought leadership, and other general content that is not primarily an academic, career, professional, sales, research, slide, or teaching deliverable. Use audience, channel, evidence, and the author's approved voice to choose structure and personality.

Create, revise, or review professional emails, chat messages, meeting follow-ups, memos, reports, technical explanations, administrative correspondence, complaints, and legal-context messages. Use when recipient relationship, action, evidence, risk, or organizational protocol controls the writing. Apply legalistic wording only when the legal context requires it.

Conduct lightweight academic, legal, company, product, market, and fact-check research that supports a writing deliverable. Use when external evidence, current facts, citations, jurisdiction, source verification, or company-specific context is needed before drafting. Narrow vague questions through a compact intake, cite material claims, and hand deep academic or high-stakes legal work to specialist workflows.

Create, revise, or review the content and narrative for consulting, strategy, case, startup, investor, sales, and decision-led presentations. Use when the final deliverable is a slide, deck, presentation script, executive storyline, or case response. Preserve the supplied template and evidence; route editable file production to a presentation authoring plugin.