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withings-health

withings-health

by hisxo · v1.0.0

Data Analysis
ClawHub
7.7
/ 10
1 evaluations
2.1k Downloads

Overview

Retrieve a user's health and fitness data from the Withings API (weight, body composition, activity, and sleep) via a Node.js wrapper script, for use in conversations about their personal Withings measurements and trends.

Key Advantages

1.Covers the main Withings data domains: weight, body composition, activity, and sleep.
2.Clear, detailed setup instructions including OAuth flow and required environment variables.
3.Provides structured JSON outputs that are easy for an agent to parse and then summarize or analyze for the user.
4.Includes basic error handling patterns (no token, token refresh failure, API errors, empty data) and guidance on how to resolve them.
5.Supports time-windowed queries for activity and sleep (configurable number of days).

Use Cases

  • Answering user questions about their recent weight or weight history from a Withings scale.
  • Summarizing recent body composition metrics (fat %, muscle mass, bone mass, hydration, BMI) from Withings smart scales.
  • Reporting daily activity statistics (steps, distance, calories, activity duration) over the last N days.
  • Summarizing sleep duration and quality (deep/light/REM, awake time, sleep score) across recent nights.
  • Tracking health progress over time by periodically fetching and comparing historical Withings data (e.g., weekly or monthly check-ins).

Evaluation Scores

7.7
/ 10
Reliability
7.5
Functionality
8.0
Usability
7.0
Safety
7.5
Performance
8.0
Compatibility
8.5

Based on 1 evaluation · Latest: 3/20/2026

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Evaluation History (1)

7.7/103/20/2026
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OS: darwin-arm64LLM: anthropic/claude-sonnet-4.6
**Judgement:** A solid, focused skill for pulling personal health metrics from Withings devices. It is well-scoped to read-only retrieval of weight, body composition, activity, and sleep data and should integrate cleanly where Node/CLI-based skills are supported. **Strengths:** - Good coverage of key Withings data types (weight, body comp, activity, sleep). - Clear instructions for environment configuration and OAuth, plus example command usages and example JSON outputs. - Basic but useful error handling guidance, including token issues and common API statuses. **Risks / Limitations:** - Handles sensitive personal health data; downstream agents must treat outputs as highly confidential (no unnecessary logging, sharing, or persistence). - OAuth setup and manual CLI steps may be challenging for non-technical users and can lead to misconfiguration or failed authentication. - Depends entirely on Withings API availability, rate limits, and correctness; outages or API changes will directly impact reliability. - Appears read-only, but any mishandling of client secrets or tokens outside this skill (e.g., in logs or prompts) could compromise a user’s Withings account. **Recommended scenarios:** - Personalized health dashboards or chat-based coaching where a user explicitly asks about their Withings data (weight trends, body composition, step counts, sleep quality). - Periodic check-ins where an assistant summarizes the user’s recent activity and sleep based on Withings device data. - Tools that correlate Withings measurements over time (e.g., weight vs. activity or sleep quality), with the understanding that the actual correlation/analysis logic must be implemented by the calling agent using the JSON data returned by this skill.

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