rag-searchBackend retrieval skill for structured search of occupational health standards and documents, returning relevant text with source and clause details.
Install via ClawdBot CLI:
clawdbot install Loda666/rag-searchMinimal RAG search skill for backend retrieval.
This skill is intended to be used as a backend retrieval component and should not be invoked directly by end users.
Use occupational_health_qa or occupational_health_report_writer for direct user requests.
你：调用 rag-search，查询"GBZ 2.1-2019 苯 职业接触限值"Returns structured search results with:
content: Original text from the documentsource: File name / standard numberclause: Clause number (if available)regulation_level: Regulation level (国家法律/国家标准/行业标准/etc)score: Relevance score (0-1){
"results": [
{
"content": "苯的时间加权平均容许浓度（PC-TWA）为6 mg/m³...",
"source": "GBZ 2.1-2019.pdf",
"clause": "第4.1条",
"regulation_level": "国家标准",
"score": 0.93
}
]
}Generated Mar 1, 2026
Used by safety officers to quickly retrieve regulatory standards like GBZ 2.1-2019 during workplace inspections, ensuring compliance with national occupational health laws. It integrates into audit systems to provide real-time, accurate citations for documentation.
Employed by legal professionals or consultants to search for specific clauses in standards such as time-weighted average concentrations, supporting case preparation or advisory services. It reduces manual lookup time in large document databases.
Integrated into enterprise risk platforms to monitor exposure limits for chemicals like benzene, helping companies assess and mitigate health risks in manufacturing or chemical industries. It automates retrieval of latest standards for proactive management.
Used in training modules for occupational health courses, allowing students or trainees to query standards interactively. It enhances learning by providing structured examples from real regulations like GBZ series documents.
Assists insurance analysts in evaluating workplace safety by retrieving relevant occupational exposure limits, aiding in risk assessment for policy pricing in industries with high health hazards.
Offered as an API integrated into occupational health SaaS platforms, charging per query or monthly subscription fees. Targets businesses needing automated regulatory retrieval for audits and reporting.
Sold as a licensed component within corporate risk management or EHS software suites, with one-time or annual fees. Focuses on industries like manufacturing with high regulatory demands.
Bundled with consulting services for occupational health, where the skill enhances value by providing quick access to standards during client engagements. Revenue comes from service packages.
💬 Integration Tip
Integrate as a backend API within existing occupational health systems, ensuring it's not exposed directly to end-users to maintain security and proper usage flow.
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