Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. Use when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost optimization, disaster recovery, landing zones, security architecture, serverless design.

Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports. USE FOR: Azure Monitor, Application Insights, Log Analytics, Alerts, Workbooks, metrics, APM, distributed tracing, KQL queries, interactive reports, observability, monitoring dashboards. DO NOT USE FOR: instrumenting apps with App Insights SDK (use appinsights-instrumentation), querying Kusto/ADX clusters (use azure-kusto), cost analysis (use azure-cost-optimization).

Implement server-side rendering and hydration in Angular v20+ using @angular/ssr. Use for SSR setup, hydration strategies, prerendering static pages, and handling browser-only APIs. Triggers on SSR configuration, fixing hydration mismatches, prerendering routes, or making code SSR-compatible.

Finding and accessing AI/LLM model brand icons from lobe-icons library. Use when users need icon URLs, want to download brand logos for AI models/providers/applications (Claude, GPT, Gemini, etc.), or request icons in SVG/PNG/WEBP formats.

Multi-speaker dialogue audio creation with Dia TTS. Covers speaker tags, emotion control, pacing, conversation flow, and post-production. Use for: podcasts, audiobooks, explainers, character dialogue, conversational content. Triggers: dialogue audio, multi speaker, conversation audio, dia tts, two speakers, podcast audio, character voices, voice acting, dialogue generation, conversation tts, multi voice, speaker tags, dialogue recording

Still-to-video conversion guide: model selection, motion prompting, and camera movement. Covers Wan 2.5 i2v, Seedance, Fabric, Grok Video with when to use each. Use for: animating images, creating video from stills, adding motion, product animations. Triggers: image to video, i2v, animate image, still to video, add motion to image, image animation, photo to video, animate still, wan i2v, image2video, bring image to life, animate photo, motion from image

Clean and standardize clinical trial data to CDISC SDTM standards for FDA/EMA regulatory submissions. Handles missing values, outlier detection, date standardization, and generates audit trails for DM, LB, and VS domains.

Use when adding authentication or login to any app - detects your stack (React, Next.js, Vue, Nuxt, Angular, Express, Fastify, FastAPI, ASP.NET Core, React Native, Expo, Android, Swift), sets up an Auth0 account if needed, and routes to the correct SDK setup workflow.

Use when writing, editing, or reviewing BuildStream .bst element files — provides variable names, element kinds, source kinds, command hooks, systemd paths, and layer structure

End-of-session ritual that audits changes, runs quality checks, captures learnings, and produces a session summary. Use when saying "wrap up", "done for the day", "finish coding", or ending a coding session.

libsecret - Secret generation and environment utilities. generateSecret creates cryptographic random secrets. generateSecretB64 creates base64url secrets. createJwt signs HS256 JSON Web Tokens. getEnvVar and setEnvVar manage .env files. hashValues creates deterministic hashes. Use for credential management, JWT creation, and environment configuration.

libprompt - Prompt template management with Mustache. PromptLoader loads .prompt.md files from directories and renders them with variable substitution. Use for managing LLM system prompts, creating reusable prompt templates, and dynamic prompt generation.

libformat - Markdown formatting utilities. toHtml converts markdown to sanitized HTML safe for web display. toTerminal converts markdown to ANSI terminal output with colors. createToHtml and createToTerminal are factories for dependency injection. Use for rendering markdown in web apps and CLI tools.

Use x402 protocol for HTTP-native crypto payments. Use when Clawdbot needs to pay for APIs, access paid resources, or handle 402 Payment Required responses. Supports USDC payments on Base, Ethereum, and other EVM chains via the x402 standard.

Read, parse, and summarize iCalendar (.ics) files from Google Calendar, Apple Calendar, and similar providers. Use when extracting upcoming events, filtering by date range, converting ICS events to JSON/text, or debugging calendar fields like DTSTART/DTEND/TZID/RRULE.

Send push notifications via ntfy.sh with a lightweight shell workflow. Use when posting alerts, job status updates, reminders, or automation results to an ntfy topic using token auth or public topics.

Analyze Swift and mixed-language compile hotspots using build timing summaries and Swift frontend diagnostics, then produce a recommend-first source-level optimization plan. Use when a developer reports slow compilation, type-checking warnings, expensive clean-build compile phases, long CompileSwiftSources tasks, warn-long-function-bodies output, or wants to speed up Swift type checking.

OWASP Top 10 audit checklist for Web Applications (2021) and APIs (2023). Use when performing any security review, PR review, or codebase audit touching web, mobile backend, or API code.