learnrudi

Assess repository-wide architectural coherence across multiple changes, assign evidence-backed dispositions to semantic duplication and shared-contract drift, and plan or execute authorized consolidation. Use for horizontal architecture reviews, repeated…

Map the exact repository paths a proposed feature, fix, refactor, migration, or remediation will affect and print the ordered actions, risks, dependencies, and verification needed before implementation. Use when a user asks what file paths will be impacted,…

Coordinate complex single- or multi-project objectives from the initiating agent through an acceptance-led task graph, exact provider/model routing, durable run lifecycle, resource and review limits, explicit handoffs, bounded workers, and evidence-backed…

Audit and right-size durable agent instructions across AGENTS.md, CLAUDE.md, and other repository guidance. Use when instructions feel bloated, duplicated, contradictory, stale, host-specific, or poorly divided between global guidance, repository guidance,…

Turn an ambiguous product, architecture, workflow, or design question into a self-contained visual options artifact, collect structured feedback, and convert approved choices into a written task contract. Use when prose alone makes alternatives hard to…

Enroll a user-provided folder, discover all nested Git worktrees, and coordinate continuous improvement across that dynamic repository fleet using safe status scans, bounded leases, targeted commits, and an evidence-backed action ledger. Use when a user asks…

Use the RUDI audio-tools stack to transcribe, enrich, index, and query speech from local audio/video files, direct media URLs, supported video-page URLs, or base64 media input. Trigger when the user asks to process audio, video-linked speech, voice memos,…

Extract a website's visual system and marketing language into a validated design-system JSON file, rendered HTML and DOCX references, image-generation prompts, and a provenance-aware marketing-copy library. Use when a user supplies a website and wants…

Build a complete, self-contained marketing campaign workspace from approved business objectives and marketing context. Use when starting a launch, event promotion, newsletter, social campaign, webinar follow-up, or other repeatable campaign that needs a…

Find, capture, classify, and document owned, customer, and external evidence that may support or challenge marketing claims. Use when researching service-delivery proof, reviews, testimonials, case-study evidence, ad comments, customer feedback, campaign…

Create brand-aligned campaign creative through a layered, reviewable workflow that separates strategy, editable structure, generated imagery, and production exports. Use when turning an approved campaign and creative brief into SVG, HTML, image prompts,…

Extract a website's visual system and marketing language into a validated design-system JSON file, rendered HTML and DOCX references, image-generation prompts, and a provenance-aware marketing-copy library. Use when a user supplies a website and wants…

Review and maintain an existing marketing campaign workspace by reconciling plans, calendars, assets, approvals, deadlines, blockers, and results. Use for daily launch checks, weekly campaign reviews, status updates, approval preparation, next-action…

Investigate and document a customer or market problem using current, sourced research and authorized connected information. Use when validating a problem hypothesis, learning who experiences it, understanding triggers and consequences, comparing current…

Bootstrap a blank MarketingOS from a company website and one concrete business objective. Use when starting with this scaffold, onboarding a new company, or refreshing Draft company context before research and campaign work. Populate business objectives,…