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ghealth wraps Google Health API v4 in a single Go binary for developers and agents. It supports 40 verified data types, including steps, heart rate, sleep, exercise, weight, SpO2, and nutrition, with simplified JSON, deterministic exit codes, dry runs, and progressive schema discovery. Initial setup requires a Google Cloud project and OAuth credentials; stored access and refresh tokens are protected by file permissions but remain plaintext JSON on disk.

lifeos-cli combines personal planning and evidence tracking in a local-first system for tasks, schedules, habits, notes, timelogs, relationships, and finance records. Its stable, help-driven command grammar works for both people and agents, while an optional local API and React interface operate on the same SQLite or PostgreSQL database and support portable exports, backups, and restores.

job-hunter combines multi-source job discovery, match scoring, a local Kanban tracker, salary analysis, ATS form filling, and per-job resume tailoring in a CLI and localhost web app backed by SQLite. Sensitive profile values and session cookies stay outside model context. Applications can pause in shadow mode, while automatic submission requires reliability checks and explicit consent.

Use xiao to check status and consumables, start whole-home, room, zone, or spot cleaning, return the vacuum to its dock, and operate X20+ base-station features. The Python tool offers human-readable commands, JSON output, a local web dashboard, and an optional MCP server for agents. It supports only the Xiaomi Robot Vacuum X20+ model c102gl and sends every command through Xiaomi Cloud. Initial setup requires a Xiaomi account and Playwright Chromium; token refresh relies on saved browser login state and may require a new login when that state expires.