mapbox-web-integration-patterns
Covers Mapbox GL JS setup, lifecycle management, token handling, search integration, and common pitfalls across popular web frameworks. Uses patterns based on Mapbox's create-web-app scaffolding tool.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Covers Mapbox GL JS setup, lifecycle management, token handling, search integration, and common pitfalls across popular web frameworks. Uses patterns based on Mapbox's create-web-app scaffolding tool.
Provides performance patterns for Mapbox GL JS web applications. Covers initialization waterfalls, bundle size, rendering, memory management, and optimizations prioritized by user experience impact.
Supports map views, annotations, markers, polylines, geocoding, search, autocomplete, and route display. Covers location authorization, async location streams, region monitoring, coordinates, and distance calculations.
For working with mappings (dbxrefs) in GO.
Maps hunts and detections to MITRE ATT&CK for coverage analysis: tagging hypotheses with techniques, building a coverage matrix from completed hunts, and identifying high-risk gaps to prioritize next. Activates for requests to map hunts to ATT&CK, build a coverage heatmap, or find detection gaps by technique.
Provides an opinionated workflow for preparing a marimo notebook to run on a schedule.
Creates marimo notebooks in Python files using the required notebook format.
Uses a live marimo notebook as a shared workspace, running Python in the user's kernel and inspecting notebook state. Supports starting notebooks, pairing in active sessions, and committing durable notebook changes.
Builds, validates, publishes, updates, inspects, queries, rolls back, or archives dynamic Marina applets. Supports authenticated web apps with small bundled assets or data, an applet-owned Postgres schema, and a trusted Python ASGI backend without a Marina image deployment.
Configures Markdown rendering within assistant message parts using MarkdownTextPrimitive or StreamdownTextPrimitive. Covers Shiki and Prism highlighting, KaTeX, Mermaid, CJK plugins, parsing behavior, code block overrides, and stream completion.
Converts office documents, PDFs, HTML, spreadsheets, structured data, images, audio, ZIP archives, YouTube URLs, and EPubs into Markdown. Supports image OCR and audio transcription for LLM processing or text analysis.
Covers Markdown syntax and GitHub Flavored Markdown for documentation. Helps create README files and apply clear, consistent document formatting.
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