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在 OpenClaw 中安装
/install skill-pharmacoeconomic-evaluation
功能描述
This skill provides comprehensive guidance and tools for conducting pharmacoeconomic evaluations including cost-effectiveness analysis (CEA), cost-utility an...
安全使用建议
This skill appears to be a legitimate local analysis toolbox: inspect the Python scripts before running (they are pure computation libraries using numpy/pandas/scipy and do not call network or system commands). Before installing or running: 1) verify missing referenced files (references/*.md and example.py) — their absence may be an oversight or mean examples/context are missing; 2) run the code in an isolated environment (virtualenv/container) and install only the listed dependencies; 3) avoid feeding any real patient-identifiable data until you confirm data handling meets your privacy requirements; and 4) prefer to obtain the skill from a known source or repository (source/homepage are unknown) — provenance is the remaining risk to consider.
功能分析
Type: OpenClaw Skill
Name: skill-pharmacoeconomic-evaluation
Version: 1.0.4
The skill bundle provides a comprehensive and legitimate set of tools for pharmacoeconomic evaluation, including cost-effectiveness analysis, budget impact modeling, and Monte Carlo simulations. The Python scripts (cost_effectiveness_analysis.py, budget_impact_analysis.py, and monte_carlo_simulation.py) implement standard mathematical and statistical models using reputable libraries like numpy, pandas, and scipy. No evidence of malicious intent, data exfiltration, unauthorized execution, or prompt injection was found; the instructions in SKILL.md are strictly aligned with the stated purpose of health economic research.
能力标签
能力评估
Purpose & Capability
The skill name/description (pharmacoeconomic evaluation) matches the included Python scripts (CEA, BIA, Monte Carlo simulation) and the requirements.txt (numpy/pandas/scipy). The requested binaries/env vars/config paths are none, which is appropriate for a local analysis library.
Instruction Scope
SKILL.md describes workflows and calls to the provided scripts; the runtime instructions stay within the domain of economic modelling. However the SKILL.md and README reference additional files (references/model_methods.md, china_guidelines.md, api_reference.md, example.py) that are not present in the provided manifest — this is a documentation mismatch that could leave the agent with missing reference material or examples.
Install Mechanism
No install spec is provided (instruction-only skill), and the files are plain Python scripts with a small, standard requirements.txt. No downloads from arbitrary URLs or extract/install steps are present.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The code doesn't reference os.environ, network calls, or external endpoints — environment/credential requests are proportionate (minimal) for this purpose.
Persistence & Privilege
always is false and the skill is user-invocable; autonomous invocation is allowed by default (disable-model-invocation is false) which is normal for skills. The skill does not request persistent system-wide privileges or attempt to modify other skills.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install skill-pharmacoeconomic-evaluation - 安装完成后，直接呼叫该 Skill 的名称或使用
/skill-pharmacoeconomic-evaluation触发 - 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
v1.0.4
- Updated guideline references to "up-to-date Edition" for broader applicability.
- Removed Budget Impact Analysis (BIA) as a core evaluation type and from workflow steps.
- Revised the time horizon description for chronic diseases to clarify follow-up endpoint (>95% of patients have reached death).
- Streamlined the workflow and removed references to BIA-specific modeling and calculations.
- Minor edits for clarity and consistency throughout documentation.
v1.0.3
- Updated methodological guidance to follow ISPOR Good Practices for Outcomes Research Reports.
- Changed the recommended discount rate to 3.5%.
- Updated the ICER willingness-to-pay threshold example to 30,000 USD, aligning with US/UK standards and approximately 2x China's GDP per QALY.
- Minor corrections and removed region-specific recommendations from some workflow steps for broader applicability.
v1.0.2
- Removed the sample script file: scripts/example.py.
- No changes to core functionality or documentation.
v1.0.1
Version 1.0.1 of skill-pharmacoeconomic-evaluation
- Streamlined documentation by removing duplicated content and sections in Chinese, resulting in a more concise and accessible SKILL.md.
- Updated headings and terminology for clarity and consistency across model descriptions.
- Minor formatting and labeling improvements for readability; no functionality or code changes made.
v1.0.0
Pharmacoeconomic Evaluation Skill 1.0.0
- Initial release providing comprehensive workflows and tools for pharmacoeconomic evaluation following Chinese Pharmacoeconomic Evaluation Guidelines (2023).
- Supports cost-effectiveness, cost-utility, cost-benefit, cost-minimization, and budget impact analyses.
- Includes guidance on model construction (decision tree, Markov, DES, PSM) with practical calculation examples.
- Offers instructions for measuring and sourcing costs, effects, and utility values.
- Integrates calculation tools for ICER, QALY, net benefit, budget impact, and sensitivity analyses.
元数据
常见问题
Pharmacoeconomic-evaluation 是什么？
This skill provides comprehensive guidance and tools for conducting pharmacoeconomic evaluations including cost-effectiveness analysis (CEA), cost-utility an... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 317 次。
如何安装 Pharmacoeconomic-evaluation？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install skill-pharmacoeconomic-evaluation」即可一键安装，无需额外配置。
Pharmacoeconomic-evaluation 是免费的吗？
是的，Pharmacoeconomic-evaluation 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Pharmacoeconomic-evaluation 支持哪些平台？
Pharmacoeconomic-evaluation 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 Pharmacoeconomic-evaluation？
由 tlb1201（@tlb1201）开发并维护，当前版本 v1.0.4。
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