Dreamer
Dreamer 开发指南。Dreamer 是一个用于药物递送智能响应材料设计的量子原生AI智能体系统。代码库包括分子生成（MoE/稠密LLM）、量子/深度学习分类器、化学分析工具和情报监控。可以用于分子的从头设计、性质标注、筛选推荐，并输出可直接用于高层路演与决策的分析报告 Skill: Dreamer Slug: drug-delivery-llm Owner: z-kuki Summary: Dreamer 开发指南。Dreamer 是一个用于药物递送智能响应材料设计的量子原生AI智能体系统。代码库包括分子生成（MoE/稠密LLM）、量子/深度学习分类器、化学分析工具和情报监控。可以用于分子的从头设计、性质标注、筛选推荐，并输出可直接用于高层路演与决策的分析报告 Stats: downloads=64, stars=0, installs=0, versions=2 Latest Version: 4.0.0
Rank
62
Safety
84
Updated
Apr 15, 2026
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
clawhub skill install s17c9s2jn8mxcxyh2tthd8anfs841sgf:drug-delivery-llm- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-z-kuki-drug-delivery-llm/snapshot"
Documentation
CLAWHUB
274 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/z-kuki/drug-delivery-llm",
"sourceUrl": "https://clawhub.ai/z-kuki/drug-delivery-llm",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-z-kuki-drug-delivery-llm/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-z-kuki-drug-delivery-llm/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-z-kuki-drug-delivery-llm/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-z-kuki-drug-delivery-llm/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 10, 2026.