RustFox

Fetches AI news from Gmail Google Alerts; invoke via invoke_agent only. Returns date-prioritized list of title and url.

Decompose and solve complex multi-step problems. Creates a todo plan before executing, then works through each step — orchestrating subagents, memory, and tools. Inspired by LangChain plan-and-execute agents.

Analyze a user's codebase against a reference architecture to identify gaps and provide prioritized enhancement recommendations.

Coding workflow recipe (brainstorm → design → spec → plan → implement → review → verify → finish)

General-assistant workflow recipe (clarify → answer concisely → offer next step)

Ops/automation workflow recipe (assess → dry-run → execute → verify → report)

Research workflow recipe (frame question → gather sources → synthesize → cite → answer)

Writing workflow recipe (audience → outline → draft → revise → polish)

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Execute code snippets and scripts in the sandbox. Supports Python 3 and Node.js. Use for calculations, data processing, file generation, and scripting tasks.

Teaches how to create new agents in the agents/ directory — isolated agentic loops with their own model, tool whitelist, and AGENT.md instructions.

Maintain the agent's persistent identity and user preferences. Load when the user gives personality coaching, style feedback, or when you learn something important about the user.

Use when the user asks to create, add, or write a new bot skill, or wants to teach the bot a new behavior, capability, or workflow.

Proactively remember and recall useful information

Help users write, review, and debug code