Search indexing configuration and full-text search management

Online status, activity tracking, and multi-device sync

Persistent memory system for preferences, facts, and notes

User identity, OAuth connections, and device management

Vector embeddings configuration and semantic search

Secure credential management for trading platforms

Use when implementing any feature or bugfix, before writing implementation code

Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.

Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Multi-AI validation, scoring, and review using available external providers (Double Diamond Deliver phase)

Creative-mode PPT pipeline. One full-page 16:9 PNG per slide. LLM / VLM calls go through sn-ppt-standard/lib/model_client.py (shared thin client). Text-to-image (the actual png rendering) goes through sn-image-base/scripts/sn_agent_runner.py. Falls back to web image search when T2I generation fails. Expects task_pack.json + info_pack.json already written by sn-ppt-entry.

Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.

Stack Trace Crash Analysis for dd-trace-dotnet