Other

Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation. Use when: pattern learning, model optimization, knowledge transfer, adaptive routing. Skip when: simple tasks, no learning required, one-off operations.

Browse, publish, and install WASM agents from the community gallery

Scan inputs for prompt injection, unsafe content, and adversarial attacks using AIDefence

Use learned patterns and current state to predict the optimal next action

Per-conversation cost view — list every session in cost-tracking with started-at, message count, top model, and total cost

Single-shot programmatic dump of all cost data — total spend, per-tier, top session, budget status, federation aggregate. JSON or markdown.

Define and manage cognitive patterns for agent reasoning and decision-making

Create and adapt Dynamic Agentic Architecture agents that learn and evolve

Create and manage a DDD bounded context with standard directory structure

Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations

Format prompts for different LLM providers with chat templates and HNSW-powered context retrieval

Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation

Persist and restore agent sessions across conversations with state snapshots

AgentDB memory system with HNSW vector search. Use when: need to store patterns, search for solutions, semantic lookup. Skip when: no learning needed, ephemeral tasks.

Security scanning and vulnerability detection. Use when: authentication, authorization, payment processing, user data. Skip when: read-only operations, internal tooling.

Display the current time in Pakistan Standard Time (PKT, UTC+5). Use when the user asks for the current time, Pakistan time, or PKT.

Creates an SVG weather card showing the current temperature for Dubai. Writes the SVG to orchestration-workflow/weather.svg and updates orchestration-workflow/output.md.

Instructions for fetching current Dubai time via bash command

Creates an SVG time card showing the current time for Dubai. Writes the SVG to agent-teams/output/dubai-time.svg and updates agent-teams/output/output.md.

This skill calculates key financial ratios and metrics from financial statement data for investment analysis

将成功解决的用户问题收录到 FAQ 知识库。问题解决后自动判断是否收录。也可以在用户说"收录到 FAQ"、"记录这个问题"、"add to FAQ"时手动触发。

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or optimization), generate fluorescent pixel art, or interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run cell-free protein expression (validation or optimization), generate fluorescent pixel art, or interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.

Забезпечення відповідності всіх комунікацій голосу та тону бренду. Використовуйте при створенні маркетингових текстів, клієнтських комунікацій, публічного контенту, або коли користувачі згадують голос бренду, тон чи стиль написання.