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Learn from corrections, mistakes, and discoveries during conversations. When the user corrects you, when something fails unexpectedly, or when you discover a project-specific pattern worth remembering — record it as a learning so future sessions benefit automatically.

When the user wants to draft tweets, plan threads, post to Twitter/X, or manage their Twitter presence

When reviewing UI/UX for quality, consistency, and polish. Use when the user says 'review the design,' 'check the UI,' 'does this look good,' 'design audit,' 'UX review,' or 'polish the frontend.' Also use after implementing any user-facing feature to catch visual and interaction issues before shipping.

Red-green-refactor cycle for test-driven development

When reviewing product decisions, feature scope, or user-facing changes from a founder/CEO perspective. Use when the user says 'does this make sense,' 'should we build this,' 'review the product,' 'is this good enough,' 'founder review,' 'product sense check,' or before any significant launch. This is the strategic taste layer — not engineering quality, but product quality.

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

When reviewing code that involves architectural decisions, new modules, data flow changes, or system design. Use when the PR introduces new services, changes API boundaries, modifies database schemas, adds new dependencies, or restructures significant portions of the codebase. Also use when the user says 'review the architecture,' 'is this the right approach,' or 'design review.'

When the user needs to define KPIs, set up a metrics framework, choose what to measure, or says 'what should we track,' 'define our metrics,' 'KPIs,' 'north star metric,' 'how do we measure success,' 'OKRs,' 'dashboard metrics,' or is starting a new product/feature and needs to decide what data matters.

Creates and manages scheduled tasks, cron jobs, recurring reminders, and timers via the Task HTTP API. Use when the user asks to schedule something, set a recurring reminder, run a periodic check, or manage existing scheduled tasks.

Research analyst in a multi-bot group chat — synthesizes background information, fact-checks claims, identifies knowledge gaps, and suggests next steps. Use when the conversation needs context, a factual claim needs verification, someone asks for background research, or a discussion lacks supporting evidence.

Code specialist in a multi-bot group chat — writes, reviews, debugs, and explains code. Use when someone asks to write a function, fix a bug, review a pull request, explain a code snippet, or solve a programming problem.

Escalate unresolvable or sensitive requests to a human agent by recording an escalation entry. Use when the user asks to speak to a human, the bot cannot answer confidently, the request involves financial, legal, or security concerns, a safety issue is detected, or the user is frustrated after repeated failures.

Handle everyday conversation, answer questions, manage files, take notes, run scripts, and maintain persistent memory across sessions. Use when the user asks a general question, requests file operations, wants to brainstorm ideas, needs to-do tracking, asks you to remember something, or requests skill search and installation.

Format responses for instant messaging platforms such as Lark, DingTalk, WeCom, Slack, and Telegram. Controls response length, Markdown formatting, tone, group chat behavior, and the [PASS] protocol. Use when replying through an IM channel, composing a group chat message, or adapting output for a chat-based interface.

Search, read, create, and update knowledge base entries via MCP-connected KB tools. Use when the user asks to look up documentation, find existing articles, check if docs exist on a topic, create a new KB entry, update an existing document, or when domain questions should be answered from the knowledge base first.

Send proactive messages to IM groups or individual users via the gateway Send API. Use when the user says to send, post, notify, forward, or tell someone a message on Feishu, Slack, Telegram, Discord, DingTalk, or WeCom.