Implementing Malga Split (marketplace, facilitator).
Inspect, reconcile, repair, disclose, or branch long-form SagaSmith campaign continuity.
user wants to manage Telegram group or channel members, including inviting users, kicking or banning someone, listing members, or filtering.
Use when collaborating with a human over many sessions and unstated assumptions could silently compound into expensive misunderstandings…
Work safely with endpoint versions — preview a draft in the playground, roll back to an older version, update settings on one version…
Guides immune checkpoint inhibitor management with irAE recognition and grading.
Multi-agent code analysis covering security, performance, quality, and architecture
Map the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams…
Build interactive maps with Mapbox GL JS and ODP geodata in Next.js — covers setup, dynamic imports, CSS loading, geometry conversion…
Official integration patterns for Mapbox Maps SDK on iOS.
Expert guidance on choosing the right Mapbox search tool and parameters for geocoding, POI search, and location discovery
Guide for migrating from MapLibre GL JS to Mapbox GL JS, covering API compatibility, token setup, style configuration, and the benefits of…
Use when performing brownfield analysis on an existing codebase under Codex — onboarding to a new project, generating codebase…
Markdoc is a powerful Markdown-based authoring framework created by Stripe to power their public documentation.
Own decisions about Markdown source syntax and generic or GitHub renderer realization when work changes Markdown files, links, headings…
Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form…
Build a stock market dashboard as a single self-contained HTML file you can open in a browser.
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
A provider or operator has experienced a serious incident with a high-risk AI system and asks: What needs to be reported, to whom, and…
Create marketing assets and execute launch strategy.
Generates SvelteKit + sql.js dashboards with LLM-built UI.