Answer questions about BrowserOS internal stuff (setup, features, architecture, design decisions) by reading the private internal-docs submodule and the codebase. Use for "how do I X", "where is Y", "what is the deal with Z", or any question that mixes ops/setup knowledge with code knowledge. Can execute steps with per-command confirmation.
Test the BrowserOS app extension UI by starting the dev environment and visually verifying changes via CDP. Covers the new tab page (left sidebar — Home, Scheduled Tasks, Settings, etc.) and the right side panel (chat interface). Use after making UI changes to apps/app/.
Run commands inside a devbox environment when a directory provides one. If a `devbox.json` exists in the current directory (or an ancestor/subdir root), devbox can supply tools and scripts the bare shell lacks — e.g. psql, python, gcloud, node. If a binary is provided by devbox, prefer it over the system binary.
Write correct code with the `compromise` JavaScript NLP library (the npm package `compromise`, imported as `nlp`). Use this whenever you are writing or editing JS/TS that imports compromise, calls `nlp(...)`, or chains methods like `.match()`, `.tag()`, `.people()`, `.verbs()`, `.nouns()`, `.numbers()`, `.normalize()`, or `.replace()` — and also whenever doing rule-based natural-language tasks in JavaScript (extracting entities/dates/numbers, matching text patterns, changing verb tense, pluralizing, redacting/anonymizing text, building a simple chatbot intent matcher) where compromise is or could be the tool. compromise's match-syntax and tagset are non-obvious and easy to get wrong from memory; consult this skill before guessing.
Use when cutting a Python release for the microsoft/agent-framework monorepo. Triggers on "bump py versions", "cut a python release", "prepare release PR for python", "release py packages", "bump python to X.Y.Z", or similar requests to bump Python package versions and prepare a release PR. Handles all four lifecycle tiers (alpha, beta, rc, released) with CHANGELOG-driven selective bumps, floor bound checks, and post-bump validation.
Coding standards, conventions, and patterns for developing Python code in the Agent Framework repository. Use this when writing or modifying Python source files in the python/ directory.
Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.
Score how concentrated and risky a portfolio is on a 0-100 scale from its position weights. Use when the user asks how risky their portfolio is, whether it is too concentrated, or for a diversification check.
Estimate whether a stock looks cheap or expensive using a price-to-earnings (P/E) based fair-value method. Use when the user asks if a stock is over- or under-valued, or for a fair-value / target price.