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Install in OpenClaw
/install weight-management
Description
减肥项目管理与数据分析（升级版 v2.0）。支持通用用户名格式 U{用户 ID}-{用户名}-YYYY-MM.md，修复口头归档问题，增加数据完整性自动检查，热量识别与估算，趋势分析与建议。触发词：减肥、体重、饮食记录、步数、睡眠、今天吃了、早餐、午餐、晚餐、运动、减肥进度、检查数据。
Usage Guidance
This skill appears internally consistent and limited to local weight-tracking tasks, but before installing: 1) verify and explicitly choose the storage path it will write to (ensure it's not a system or shared folder); 2) only grant chat-history (sessions) access if you want automatic extraction — otherwise decline and use manual inputs; 3) keep the optional food-recognition API disabled unless you trust the external service and its configuration; 4) review the included files (references/food-calories.md and scripts/calculate_tdee.py) yourself — the script is small, uses only the standard library, and does not perform network I/O; and 5) back up any important data before first run.
Capability Analysis
Type: OpenClaw Skill
Name: weight-management
Version: 2.0.2
The skill bundle is a legitimate weight management and data analysis tool. It utilizes a simple Python script (scripts/calculate_tdee.py) for mathematical calculations using only standard libraries and stores user data in local Markdown files as described in SKILL.md. The bundle includes extensive documentation regarding privacy, security constraints, and medical disclaimers, with no evidence of data exfiltration, unauthorized network access, or malicious prompt injection.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description (weight tracking, calorie estimates, trends) matches what the skill asks to do: read/write a user-specified local directory, consult a local food-calories reference, parse chat inputs, and optionally use a user-configured image/food recognition API. No unrelated credentials or cloud services are requested.
Instruction Scope
SKILL.md explicitly limits operations to a user-authorized local storage path and to extracting health data from chat history with the user's consent. It documents required actions (write file, read file, verify write) and does not instruct reading arbitrary system paths or secrets. The only potentially sensitive capability is 'sessions' (chat history access), which the document frames as limited to extracting user-provided health data.
Install Mechanism
There is no install spec (instruction-only skill) and included code is a small Python script using only the standard library. Nothing is downloaded from external URLs and no archive extraction is performed.
Credentials
The skill declares no required environment variables or credentials. Requested permissions (file:read, file:write, sessions) are proportionate to the described features. The optional external API is marked opt-in and user-configurable. Note: chat history access is sensitive but justified for auto-extracting previously provided health data.
Persistence & Privilege
The skill is one-shot (always: false), does not request permanent presence, and does not claim to change other skills or global agent configuration. It writes only into a user-specified directory per the documentation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install weight-management - After installation, invoke the skill by name or use
/weight-management - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.2
- 新增 文件清单.md，作为项目文件目录说明。
- SKILL.md 微调描述，现支持通用用户名格式 U{用户 ID}-{用户名}-YYYY-MM.md。
- 其余功能、核心实现与安全承诺未变。
v2.0.1
功能 v2.0 v2.0 1改进
数据归档 ✅ ✅ 修复口头归档问题
唯一数据源 ⚠️ ✅ 确认减肥档案/
数据完整性检查 手动 自动 + 手动 增加自动检查
文件结构 ⚠️ ✅ 整齐统一
归档验证 ❌ ✅ 写入后读取验证
文档齐全 ⚠️ ✅ 100% 完整
食物热量表 ⚠️ ✅ 完整 100+ 食物
TDEE 计算 ✅ ✅ 安全脚本
v2.0.0
**v2.0.0 — 完全合规/隐私强化版本**
- 明确声明数据隐私与本地存储，仅在用户指定目录读写，用户完全控制数据。
- 所有功能改为手动触发（不再自动定时检查）；完全 one-shot/无后台进程。
- 增加详细的能力声明、权限声明、外部 API 说明，强化安全承诺。
- 移除外部依赖，仅用 Python 标准库；requirements.txt 不再需要。
- 新增免责声明，并引导用户首轮授权和安全提示，增强合规性。
- 报告生成、趋势分析、热量估算等核心功能保持，但更为安全与透明。
v1.0.0
Weight Management Skill 1.0.0
- Initial release for managing weight-loss projects and data tracking.
- Supports recording weight, meals, step count, and sleep data with immediate archiving.
- Includes daily integrity checks and reminders for missing data.
- Provides calorie estimation via food image recognition and references.
- Enables trend analysis and generates daily/weekly reports with tailored health advice.
- Incorporates scripts for TDEE calculation, calorie estimation, and data integrity checks.
Metadata
Frequently Asked Questions
What is Weight Management 体重管理?
减肥项目管理与数据分析（升级版 v2.0）。支持通用用户名格式 U{用户 ID}-{用户名}-YYYY-MM.md，修复口头归档问题，增加数据完整性自动检查，热量识别与估算，趋势分析与建议。触发词：减肥、体重、饮食记录、步数、睡眠、今天吃了、早餐、午餐、晚餐、运动、减肥进度、检查数据。 It is an AI Agent Skill for Claude Code / OpenClaw, with 156 downloads so far.
How do I install Weight Management 体重管理?
Run "/install weight-management" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Weight Management 体重管理 free?
Yes, Weight Management 体重管理 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Weight Management 体重管理 support?
Weight Management 体重管理 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Weight Management 体重管理?
It is built and maintained by hadais (@hadais); the current version is v2.0.2.
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