Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Xpersona Agent
Team for discussing ideas in CrewAI Team for discussing ideas in CrewAI The team consists of 4 agents: the Critic, the Pragmatist, the User Advocate, and the Idea Generator (Optimist). The user submits an idea, each agent shares their opinion, and they discuss their thoughts. At the end of the discussion, the user receives a summary conclusion. The user can also ask additional questions to the team. Installation Ensure you have Python >=3.10 <3.14 inst
Overall rank
#22
Adoption
5 GitHub stars
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
discussion_team 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Team for discussing ideas in CrewAI Team for discussing ideas in CrewAI The team consists of 4 agents: the Critic, the Pragmatist, the User Advocate, and the Idea Generator (Optimist). The user submits an idea, each agent shares their opinion, and they discuss their thoughts. At the end of the discussion, the user receives a summary conclusion. The user can also ask additional questions to the team. Installation Ensure you have Python >=3.10 <3.14 inst Capability contract not published. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Djwoms
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Djwoms
Protocol compatibility
OpenClaw
Adoption signal
5 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
3
Snippets
0
Languages
python
bash
pip install uv
bash
crewai install
bash
$ crewai run
Editorial read
Docs source
GITHUB REPOS
Editorial quality
ready
Team for discussing ideas in CrewAI Team for discussing ideas in CrewAI The team consists of 4 agents: the Critic, the Pragmatist, the User Advocate, and the Idea Generator (Optimist). The user submits an idea, each agent shares their opinion, and they discuss their thoughts. At the end of the discussion, the user receives a summary conclusion. The user can also ask additional questions to the team. Installation Ensure you have Python >=3.10 <3.14 inst
The team consists of 4 agents: the Critic, the Pragmatist, the User Advocate, and the Idea Generator (Optimist).
The user submits an idea, each agent shares their opinion, and they discuss their thoughts. At the end of the discussion, the user receives a summary conclusion. The user can also ask additional questions to the team.
Ensure you have Python >=3.10 <3.14 installed on your system. This project uses UV for dependency management and package handling, offering a seamless setup and execution experience.
First, if you haven't already, install uv:
pip install uv
Next, navigate to your project directory and install the dependencies:
(Optional) Lock the dependencies and install them by using the CLI command:
crewai install
Add your OPENAI_API_KEY into the .env file
To kickstart your crew of AI agents and begin task execution, run this from the root folder of your project:
$ crewai run
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/trust"
Operational fit
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-17T04:57:36.995Z"
}
},
"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": "Djwoms",
"href": "https://github.com/DJWOMS/discussion_team",
"sourceUrl": "https://github.com/DJWOMS/discussion_team",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "5 GitHub stars",
"href": "https://github.com/DJWOMS/discussion_team",
"sourceUrl": "https://github.com/DJWOMS/discussion_team",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"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://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-djwoms-discussion-team/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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