Xpersona

Crawler Summary

patent-intelligence-rag answer-first brief

结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 Patent Intelligence RAG 结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 项目范围 该系统包含联网信息采集入口，不能宣称所有处理均离线。数据集与运行输出未随仓库分发。现有索引初始化会删除同名索引，运行 ingestion.py 前请使用专用实验实例。 快速开始 完整使用说明见 $1。 仓库内容 ingestion.py 负责入库，embedding.py 调用本地嵌入模型，patent_search_tools.py 提供检索工具，patent_crew.py 编排分析，information_collector.py 负责外部信息采集。 保留项目实现、测试、配置示例与研究说明。虚拟环境、缓存、模型权重、原始数据、监控事件和旧备份不纳入版本控制。数据与权重请按各项目说明自行准备。 来源与贡献 本地二次开发与项目整理：刘颖杰。第三方模型、源码、数据与论文归原作者；具体来 Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

patent-intelligence-rag is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB REPOS, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierGITHUB REPOSSafety: 66/100

patent-intelligence-rag

结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 Patent Intelligence RAG 结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 项目范围 该系统包含联网信息采集入口，不能宣称所有处理均离线。数据集与运行输出未随仓库分发。现有索引初始化会删除同名索引，运行 ingestion.py 前请使用专用实验实例。 快速开始 完整使用说明见 $1。 仓库内容 ingestion.py 负责入库，embedding.py 调用本地嵌入模型，patent_search_tools.py 提供检索工具，patent_crew.py 编排分析，information_collector.py 负责外部信息采集。 保留项目实现、测试、配置示例与研究说明。虚拟环境、缓存、模型权重、原始数据、监控事件和旧备份不纳入版本控制。数据与权重请按各项目说明自行准备。 来源与贡献 本地二次开发与项目整理：刘颖杰。第三方模型、源码、数据与论文归原作者；具体来

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Shark Of Mobius

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Shark Of Mobius

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB REPOS

Extracted files

0

Examples

1

Snippets

0

Languages

python

Executable Examples

bash

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
cp .env.example .env
# 如使用联网采集，在 .env 中配置 SERP_API_KEY
ollama pull nomic-embed-text
ollama pull llama2
docker compose up -d
python ingestion.py
python agentic_rag.py

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 Patent Intelligence RAG 结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。 项目范围 该系统包含联网信息采集入口，不能宣称所有处理均离线。数据集与运行输出未随仓库分发。现有索引初始化会删除同名索引，运行 ingestion.py 前请使用专用实验实例。 快速开始 完整使用说明见 $1。 仓库内容 ingestion.py 负责入库，embedding.py 调用本地嵌入模型，patent_search_tools.py 提供检索工具，patent_crew.py 编排分析，information_collector.py 负责外部信息采集。 保留项目实现、测试、配置示例与研究说明。虚拟环境、缓存、模型权重、原始数据、监控事件和旧备份不纳入版本控制。数据与权重请按各项目说明自行准备。 来源与贡献 本地二次开发与项目整理：刘颖杰。第三方模型、源码、数据与论文归原作者；具体来

Full README

Patent Intelligence RAG

结合 OpenSearch、Ollama 与 CrewAI 的专利检索与分析研究原型。

项目范围

该系统包含联网信息采集入口，不能宣称所有处理均离线。数据集与运行输出未随仓库分发。现有索引初始化会删除同名索引，运行 ingestion.py 前请使用专用实验实例。

快速开始

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
cp .env.example .env
# 如使用联网采集，在 .env 中配置 SERP_API_KEY
ollama pull nomic-embed-text
ollama pull llama2
docker compose up -d
python ingestion.py
python agentic_rag.py

完整使用说明见 原始项目文档。

仓库内容

ingestion.py 负责入库，embedding.py 调用本地嵌入模型，patent_search_tools.py 提供检索工具，patent_crew.py 编排分析，information_collector.py 负责外部信息采集。

保留项目实现、测试、配置示例与研究说明。虚拟环境、缓存、模型权重、原始数据、监控事件和旧备份不纳入版本控制。数据与权重请按各项目说明自行准备。

来源与贡献

本地二次开发与项目整理：刘颖杰。第三方模型、源码、数据与论文归原作者；具体来源见现有文档。本次仓库整理不改变原有成果归属。未添加覆盖所有第三方材料的统一开源许可证。

数据与依赖

将有权使用的 patents.json 和 patent_details.json 放入 files/ 后再运行入库。依赖清单由实际 imports 补齐，未在全新环境完成端到端验证。Ollama 的模型名称须与入口代码配置一致；请检查 patent_crew.py 后准备相应模型。

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T23:06:25.409Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Shark Of Mobius",
    "href": "https://github.com/shark-of-Mobius/patent-intelligence-rag",
    "sourceUrl": "https://github.com/shark-of-Mobius/patent-intelligence-rag",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:47:33.780Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T11:47:33.780Z",
    "isPublic": true
  },
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-shark-of-mobius-patent-intelligence-rag/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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