Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple agents are justified.

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Google Drive: Manage files, folders, and shared drives.

Gmail: Send, read, and manage email.

Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.

Durable review guidance for Firefox's built-in IP Protection (VPN) module, covering panel UI, proxy/channel filtering, authentication, telemetry, and localization.

Fit first-order dynamic models to experimental step response data and extract K (gain) and tau (time constant) parameters.

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

Manage Confluence spaces for project documentation. Create, list, and delete spaces with templates. Use when setting up project documentation structure or managing Confluence content areas.

Skill OPCIONAL do Mobile/Desktop Developer para criar apps nativos usando Tauri v2. Use quando precisar gerar APK Android, executável Windows/macOS/Linux, ou adaptar o frontend web para plataformas nativas. Trigger em: "mobile", "Tauri", "APK", "app nativo", "desktop app", "Windows app", "macOS app", "Android", "cross-platform", "build nativo", "executável", ".exe", ".dmg", ".deb", ".AppImage", "notificação nativa", "file system nativo".

Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says "画像素图", "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual.

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight

Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge

Use this skill to understand the RingCentral App Connect project structure, including the monorepo layout, core package APIs, handlers, models, and how components interact.

Detailed instructions and examples for developing explore dashboard resources in Rill