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在 OpenClaw 中安装
/install pharmaclaw-ip-expansion-agent
功能描述
Intellectual Property Expansion Agent for pharma drug discovery/development teams. Proactively manages/expands IP portfolios by analyzing SMILES/molecules fr...
安全使用建议
This skill appears to do what it claims: chemistry fingerprinting, patent/compound API queries, NLP-based extraction, and local portfolio tracking. Before installing or running it: 1) Review agent.py fully (you have it) and confirm the network endpoints it calls (USPTO/ PubChem) are acceptable for your environment. 2) Run it in an isolated environment (container/VM) because it will install heavy Python packages and download language/chemistry models (scispacy), and it writes a local SQLite DB and log files. 3) Note that some files referenced in SKILL.md are missing — verify you have any additional scripts or models the maintainer expects. 4) Don’t pass sensitive or production-only secrets/SMILES into the agent without reviewing how/where results are stored or transmitted. 5) If you need the NLP linking features, confirm whether UMLS credentials or additional model downloads are required. If any of the above are unexpected or you need higher assurance, ask the publisher for missing files and a reproducible install spec before use.
功能分析
Type: OpenClaw Skill
Name: pharmaclaw-ip-expansion-agent
Version: 1.0.0
The pharmaclaw-ip-expansion-agent is a specialized tool for pharmaceutical intellectual property analysis, including patent tracking, infringement risk assessment, and novelty suggestions. It utilizes standard industry libraries such as RDKit for cheminformatics and spaCy/scispacy for biomedical NLP. The agent interacts with legitimate external APIs (USPTO PatentsView and PubChem) and maintains a local SQLite database for portfolio management, with all code logic and instructions in SKILL.md aligning strictly with its stated purpose.
能力评估
Purpose & Capability
Name/description align with the code: RDKit fingerprinting, USPTO/ PubChem queries, portfolio tracking in SQLite, report generation and visualizations are all present. Some referenced components in the SKILL.md (patent_fetch.py, nlp_extract.py, references/nlp_patterns.md) are mentioned but not present in the bundle; agent.py implements API calls itself, but the missing files are a discrepancy to verify.
Instruction Scope
SKILL.md instructs the agent to parse SMILES, run infringement/ FTO/novelty analyses, write reports, and log to a local DB/log file. The runtime instructions do cause network calls to public patent/compound APIs and write files (ip_portfolio.db, logs/ip_expansion.log, PNG/MD reports) in the current directory. The skill does not instruct reading unrelated system files or exporting arbitrary system state.
Install Mechanism
There is no formal install spec (instruction-only), so nothing is auto-downloaded by the registry. However SKILL.md and the code assume heavy Python deps (rdkit-pypi, scispacy, spacy, pandas, requests) and the agent prints guidance to fetch a scispacy model from an S3 URL. If you install dependencies manually, be aware that large models (and an S3-hosted model) may be downloaded.
Credentials
The skill requests no environment variables or credentials in metadata, and uses public APIs (USPTO PatentsView and PubChem) that generally require no secret. A few references (EPO OPS) note keys in docs but are not used in code. The code uses scispacy UmlsEntityLinker which in some deployments requires access to external UMLS resources or model files — the skill does not declare any UMLS credentials, so verify whether additional credentials are needed for full NLP linking.
Persistence & Privilege
always is false and the skill does not request elevated/always-on privileges. It writes its own DB/logs/reports under the working directory but does not attempt to modify other skills or system-wide settings.
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 pharmaclaw-ip-expansion-agent - 安装完成后，直接呼叫该 Skill 的名称或使用
/pharmaclaw-ip-expansion-agent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
v1.0.0
- Initial release of the pharmaclaw-ip-expansion-agent for pharma IP portfolio expansion and management.
- Automates infringement, FTO (Freedom-to-Operate), and novelty analyses using RDKit and patent APIs.
- Suggests patentable derivatives, bioisosteres, and strategic claims based on prior art and market trends.
- Integrates with multi-agent workflows (e.g., Drug Discovery, Synthesis) and outputs structured JSON/Markdown reports with RDKit visualizations.
- Tracks patent assets, monitors expirations, and offers white space and risk identification.
- Provides portfolio and analysis tools via command-line and supports chaining with other pharma agent skills.
元数据
常见问题
Pharmaclaw Ip Expansion Agent 是什么？
Intellectual Property Expansion Agent for pharma drug discovery/development teams. Proactively manages/expands IP portfolios by analyzing SMILES/molecules fr... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 276 次。
如何安装 Pharmaclaw Ip Expansion Agent？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install pharmaclaw-ip-expansion-agent」即可一键安装，无需额外配置。
Pharmaclaw Ip Expansion Agent 是免费的吗？
是的，Pharmaclaw Ip Expansion Agent 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Pharmaclaw Ip Expansion Agent 支持哪些平台？
Pharmaclaw Ip Expansion Agent 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 Pharmaclaw Ip Expansion Agent？
由 Cheminem（@cheminem）开发并维护，当前版本 v1.0.0。
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