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OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling

作者 CryptoReuMD · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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当前安装
1
版本数
在 OpenClaw 中安装
/install osteo-gc
功能描述
Models BMD T-score trajectories and 10-year fracture risk in chronic glucocorticoid users with uncertainty and ACR 2022 osteoporosis treatment guidance.
安全使用建议
What to check before installing: 1) Review the complete osteo_gc.py file (the provided snippet was truncated) to confirm there are no hidden network calls, file writes, subprocesses, or use of environment variables at the end of the file. 2) Run a local static scan (look for imports like requests, urllib, socket, subprocess, os.environ, open) and run the code in an isolated environment with non-identifiable test data. 3) Do not use outputs as sole clinical decision-making—this appears to be a modeling aid and should be validated clinically against known cases and local guidelines. 4) Confirm license/attribution and validate the clinical assumptions (dose-response, FRAX approximations, treatment effect sizes) match your institutional practice before acting on recommendations.
功能分析
Type: OpenClaw Skill Name: osteo-gc Version: 1.0.0 The OSTEO-GC skill is a clinical decision support tool for modeling bone mineral density trajectories. The implementation in osteo_gc.py uses only Python standard libraries (math, random) to perform Monte Carlo simulations and risk assessments based on ACR 2022 guidelines. No evidence of data exfiltration, unauthorized execution, or malicious prompt injection was found in SKILL.md or the source code.
能力评估
Purpose & Capability
Name, description, SKILL.md usage example, and the included python module all align: a Monte Carlo T-score/fracture-risk projector that embeds ACR-style guidance. Required binaries/env/config are none, which is proportionate for a pure-Python modelling utility.
Instruction Scope
SKILL.md instructs only local usage (importing functions, calling project_tscore, printing report). It does not instruct reading unrelated system files, accessing environment variables, or sending data externally in the visible instructions.
Install Mechanism
No install spec (instruction-only) and the code declares only Python standard-library dependencies. No downloads or archive extraction are requested.
Credentials
The skill declares no environment variables or credentials and the visible code does not reference os.environ, secrets, or any external service credentials—appropriate for the stated purpose.
Persistence & Privilege
always is false and the skill is user-invocable (normal); there are no instructions or code that attempt to modify other skills or system-wide configurations in the reviewed portions.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install osteo-gc
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /osteo-gc 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
OSTEO-GC 1.0.0 Changelog - Initial release of OSTEO-GC skill for clinical modeling of glucocorticoid-induced osteoporosis. - Projects BMD T-score changes over time at multiple skeletal sites using dose-response modeling and Monte Carlo simulation. - Estimates 10-year fracture probability using a FRAX-inspired approach. - Provides ACR 2022-based risk stratification and individualized treatment recommendations. - Includes built-in support for multiple glucocorticoids and common osteoporosis therapies. - Requires only Python 3.8+ standard library; no external dependencies.
元数据
Slug osteo-gc
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling 是什么?

Models BMD T-score trajectories and 10-year fracture risk in chronic glucocorticoid users with uncertainty and ACR 2022 osteoporosis treatment guidance. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 135 次。

如何安装 OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install osteo-gc」即可一键安装,无需额外配置。

OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling 是免费的吗?

是的,OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling 支持哪些平台?

OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 OSTEO-GC: Glucocorticoid-Induced Osteoporosis Modeling?

由 CryptoReuMD(@cryptoreumd)开发并维护,当前版本 v1.0.0。

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