AionUi
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Crawler Summary
simulador de multiagentes de ia utilizando CrewAI para fornecer diagnostico preliminar, analise de imagens (simulado) e criação de um plano de reabilitação prograssiva, Projeto: Sistema Multiagente para Análise e Reabilitação de Lesões no Joelho (CrewAI) Este projeto utiliza **CrewAI** para criar um sistema multiagente capaz de analisar sintomas, interpretar possíveis diagnósticos e sugerir um plano inicial de reabilitação para pacientes com lesões no joelho. O objetivo é simular um fluxo clínico simples, utilizando **LLMs locais (Ollama + LLaMA)** e agentes especializados que coope Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Freshness
Last checked 10/9/2026
Best For
multiagente_CrewAI_cienciasDados 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
simulador de multiagentes de ia utilizando CrewAI para fornecer diagnostico preliminar, analise de imagens (simulado) e criação de um plano de reabilitação prograssiva, Projeto: Sistema Multiagente para Análise e Reabilitação de Lesões no Joelho (CrewAI) Este projeto utiliza **CrewAI** para criar um sistema multiagente capaz de analisar sintomas, interpretar possíveis diagnósticos e sugerir um plano inicial de reabilitação para pacientes com lesões no joelho. O objetivo é simular um fluxo clínico simples, utilizando **LLMs locais (Ollama + LLaMA)** e agentes especializados que coope
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Paulomdz
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Setup snapshot
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Paulomdz
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
4
Snippets
0
Languages
python
text
Usuário → Traumatologista → Analista de Imagens → Fisioterapeuta → Resultado Final
bash
pip install crewai python-dotenv
env
OPENAI_API_KEY=ollama OPENAI_API_BASE=http://localhost:11434/v1
bash
python main.py
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
simulador de multiagentes de ia utilizando CrewAI para fornecer diagnostico preliminar, analise de imagens (simulado) e criação de um plano de reabilitação prograssiva, Projeto: Sistema Multiagente para Análise e Reabilitação de Lesões no Joelho (CrewAI) Este projeto utiliza **CrewAI** para criar um sistema multiagente capaz de analisar sintomas, interpretar possíveis diagnósticos e sugerir um plano inicial de reabilitação para pacientes com lesões no joelho. O objetivo é simular um fluxo clínico simples, utilizando **LLMs locais (Ollama + LLaMA)** e agentes especializados que coope
Projeto: Sistema Multiagente para Análise e Reabilitação de Lesões no Joelho (CrewAI)
Este projeto utiliza CrewAI para criar um sistema multiagente capaz de analisar sintomas, interpretar possíveis diagnósticos e sugerir um plano inicial de reabilitação para pacientes com lesões no joelho. O objetivo é simular um fluxo clínico simples, utilizando LLMs locais (Ollama + LLaMA) e agentes especializados que cooperam entre si.
Tecnologias Utilizadas
Arquitetura do Sistema
O sistema é composto por 3 agentes principais, cada um com um papel clínico específico:
Agente Ortopedista / Traumatologista
Responsável por interpretar sintomas e sugerir diagnósticos prováveis. Analisa dores, histórico de lesões, mecanismo do trauma e sinais clínicos.
Agente Analista de Imagens
Especialista em interpretar descrições de exames (RM, RX, Tomografia). Recebe informações do traumatologista e complementa com achados imagéticos típicos.
Agente Fisioterapeuta
Baseado no diagnóstico + achados de imagem, gera um plano inicial de reabilitação:
Fluxo Resumido do Sistema (Diagrama Lógico)
Usuário → Traumatologista → Analista de Imagens → Fisioterapeuta → Resultado Final
Execução
pip install crewai python-dotenv
.envOPENAI_API_KEY=ollama
OPENAI_API_BASE=http://localhost:11434/v1
python main.py
Objetivo Geral
Construir uma pipeline médica simples usando agentes colaborativos para:
Ideal como base para projetos educacionais, protótipos clínicos, e estudos com IA multiagente.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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-paulomdz-multiagente-crewai-cienciasdados/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-10T03:09:36.809Z"
}
},
"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": "Paulomdz",
"href": "https://github.com/Paulomdz/multiagente_CrewAI_cienciasDados",
"sourceUrl": "https://github.com/Paulomdz/multiagente_CrewAI_cienciasDados",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T20:05:57.380Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T20:05:57.380Z",
"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-paulomdz-multiagente-crewai-cienciasdados/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-paulomdz-multiagente-crewai-cienciasdados/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
}
]Sponsored
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