AshminDhungana

On-demand discipline to cut input/output tokens in a Claude Code session without harming correctness — read ranges, batch tools, delegate verbose reads to subagents, trim prose, reuse context, right-size the model. Use when the user wants to reduce the token cost of the current session.

Creates 120fps GPU-accelerated animations with Motion.dev (Framer Motion successor) for React, Next.js, Svelte, and Astro projects. Use when user requests animation, motion, scroll effects, parallax, hero animations, gestures, drag interactions, spring physics, whileHover effects, whileInView animations, animated UI, micro-interactions, page transitions, or layout animations. Generates production TypeScript/JSX code with accessibility (prefers-reduced-motion) and performance validation (≥60fps). Supports entrance animations, gesture interactions (hover/tap/drag), scroll-based reveals, and layout transitions using spring physics and natural timing. Do NOT use for CSS-only transitions (use native CSS), static sites without JavaScript, Vue animations (use motion-v variant instead), or SVG/Canvas complex animations (GSAP better suited).

Design a new PM skill through guided conversation. Use when you have raw content or an idea and want to shape it into a compliant skill.

Structure a spoken PM product-sense answer with assumptions, segmentation, pain-point prioritization, and MVP tradeoffs. Use when practicing design, improve, or build-next interview questions.

Employee agent lifecycle management system. Use when working with agents/ directory employee agents - starting, stopping, monitoring, or assigning tasks to Dev/QA agents running in tmux sessions. Completely independent of CAO, uses only tmux + Python.

Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send email, create email draft, mark as read, archive email, star email, or manage Gmail labels. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events, delete or update a calendar event, or respond to meeting invitations. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Interact with Google Chat - list spaces, send messages, read conversations, and manage DMs. Use when user asks to: send a message on Google Chat, read chat messages, list chat spaces, find a chat room, send a DM, or create a new chat space. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.

Use the 'vector_db' agent tool to read from and write to the shared ChromaDB vector store that powers Agentium's collective RAG memory. Covers query/get/add actions, the writable-collection allow-list, metadata conventions, and how to surface this knowledge to other agents through ChromaDB.

Core operating knowledge every Agentium agent should consult before acting: which tool or skill to use for a given intent (fetch a URL, search the web, run a shell command, read/write collective memory, access host files), host-system access patterns, and general best practices. Use it when you are unsure which capability applies, or before touching the host filesystem or running commands. Skill file at backend/.agentium/skills/operating_knowledge/SKILL.md.

Crawl a website beyond a single page using the web_crawler tool: depth-limited, polite link traversal that follows links and returns each page as clean Markdown. Use it when you need multi-page content, sitelinks, or structured site reading rather than one URL (web_fetch) or search results (web_search). Covers robots.txt respect, rate limiting, and depth limits. Skill file at backend/.agentium/skills/web_crawling/SKILL.md.

Run code in an isolated Docker sandbox via the code_execution tool. Raw data never leaves the sandbox; you receive only a structured summary. Use for safe computation, data transforms, or running untrusted snippets. Restricted to 0xxxx/1xxxx/2xxxx tiers. Skill file at backend/.agentium/skills/code_execution/SKILL.md.

Discover registered Agentium tools by describing what you need, using the tool_search tool. Returns ranked tool names and descriptions scoped to your tier, so you can find the right tool without seeing the entire tool list. Use the get action to fetch one tool's full descriptor. Skill file at backend/.agentium/skills/tool_search/SKILL.md.

Fetch a URL and return its page content as clean Markdown with a token budget, so an agent can read a web page without burning context. Use the web_fetch tool when you have a specific URL and need its content (not search results). Skill file at backend/.agentium/skills/web_fetch/SKILL.md.

Head or Council agents use the skill_creator tool to define and persist a new runtime Skill (SKILL.md) that is indexed into ChromaDB for collective RAG retrieval. Full reference in backend/.agentium/skills/skill_creator/SKILL.md.

Head or Council agents use the tool_creator tool to define and register a new runtime tool for themselves. Full reference in backend/.agentium/skills/tool_creator/SKILL.md.