Curated prompt and usage examples for research, portfolio review, quote requests, approval-gated drafts, NFT discovery, prediction-market analysis, and assistant workflows. Emphasis is review-first, trust-boundary-aware use of external data, and explicit confirmation before any value-moving action. Use when the user wants example prompts, phrasing guidance, or sample requests for end-user EmblemAI tasks.

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.

Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.

Search markdown knowledge bases, notes, and documentation using QMD. Use when users ask to search notes, find documents, or look up information.

Use when a Ruby on Rails feature, bug, or architecture discussion has fuzzy business terminology and you need a Domain-Driven Design ubiquitous language. Covers canonical terms, synonyms, overloaded words, naming conflicts, and glossary output for Rails-first workflows.

Generates phased plans or step-by-step task lists in Markdown from a PRD or feature description. Tasks include checkboxes, relevant file paths, test commands, YARD documentation, and code-review gates for Rails-oriented workflows.

Use when investigating a bug in a Ruby on Rails codebase and you need to turn the report into a reproducible failing spec and fix plan. Covers reproduction, scope narrowing, boundary selection, and TDD-first handoff.

Formulate a git commit message. Use this skill whenever asked to create a commit message.

Configure enterprise role-based access control for Granola workspaces. Use when defining user roles, setting sharing permissions, configuring SSO group mappings, or implementing least-privilege access for meeting data. Trigger: "granola roles", "granola permissions", "granola access control", "granola RBAC", "granola admin roles".

Reconstruct and narrate the current development context from contextual commits. Run at session start, when resuming work, or when switching branches. Produces a brief, conversational summary of where things stand.

Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.

Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).

iMessage/SMS CLI for listing chats, history, and sending messages via Messages.app.

Launch Loki Mode autonomous SDLC agent. Handles PRD-to-deployment with minimal human intervention. Invoke for multi-phase development tasks, bug fixing campaigns, or full product builds.

Integrate Git workflows with Cursor IDE: AI commit messages, @Git context, diff review, and conflict resolution. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch", "@Git".

Unified team skill for tech debt identification and remediation. Scans codebase for tech debt, assesses severity, plans and executes fixes with validation. Uses team-worker agent architecture with roles/ for domain logic. Coordinator orchestrates pipeline, workers are team-worker agents. Triggers on "team tech debt".

Iterative skill tuning via execute-evaluate-improve feedback loop. Uses ccw cli Claude to execute skill, Gemini to evaluate quality, and Agent to apply improvements. Iterates until quality threshold or max iterations. Triggers on "skill iter tune", "iterative skill tuning", "tune skill".

Meta-skill for designing orchestrator+phases structured workflow skills. Creates SKILL.md coordinator with progressive phase loading, TodoWrite patterns, and data flow. Triggers on "design workflow skill", "create workflow skill", "workflow skill designer".

When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for technical implementation, code review, or software architecture.