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
Engineering Team is a CrewAI multi-agent system that turns a single set of software requirements into a complete mini-project — including a design document, backend code, Gradio UI, and automated tests. Engineering Team A **CrewAI multi-agent system** that transforms a single set of requirements into a **complete software module** — including design, backend implementation, frontend demo, and tests. --- Overview The Engineering Team automates collaboration between specialized agents: | Agent | Role | Output | |-------|------|---------| | **Engineering Lead** | Designs backend architecture | output/{module_name}_desi
Overall rank
#20
Adoption
1 GitHub stars
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
engineering-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
Engineering Team is a CrewAI multi-agent system that turns a single set of software requirements into a complete mini-project — including a design document, backend code, Gradio UI, and automated tests. Engineering Team A **CrewAI multi-agent system** that transforms a single set of requirements into a **complete software module** — including design, backend implementation, frontend demo, and tests. --- Overview The Engineering Team automates collaboration between specialized agents: | Agent | Role | Output | |-------|------|---------| | **Engineering Lead** | Designs backend architecture | output/{module_name}_desi Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Khaledyaish0
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Unpublished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
Khaledyaish0
Protocol compatibility
OpenClaw
Adoption signal
1 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
6
Snippets
0
Languages
python
bash
pip install uv uv pip install -e .
bash
python -m venv .venv . .venv/Scripts/activate # Windows # source .venv/bin/activate # macOS/Linux pip install -e .
text
OPENAI_API_KEY=sk-...
bash
python -m src.engineering_team.main
python
inputs = {
"requirements": "- CRUD TODOs\n- Persist to todos.json\n- Search/filter by completed",
"module_name": "todo_backend.py",
"class_name": "TodoBackend"
}text
engineering_team/
├─ src/engineering_team/
│ ├─ config/
│ │ ├─ agents.yaml
│ │ └─ tasks.yaml
│ ├─ main.py
│ └─ ...
├─ output/
│ ├─ {module_name}_design.md
│ ├─ {module_name}
│ ├─ app.py
│ └─ test_{module_name}
└─ .gitignoreEditorial read
Docs source
GITHUB REPOS
Editorial quality
ready
Engineering Team is a CrewAI multi-agent system that turns a single set of software requirements into a complete mini-project — including a design document, backend code, Gradio UI, and automated tests. Engineering Team A **CrewAI multi-agent system** that transforms a single set of requirements into a **complete software module** — including design, backend implementation, frontend demo, and tests. --- Overview The Engineering Team automates collaboration between specialized agents: | Agent | Role | Output | |-------|------|---------| | **Engineering Lead** | Designs backend architecture | output/{module_name}_desi
A CrewAI multi-agent system that transforms a single set of requirements into a complete software module — including design, backend implementation, frontend demo, and tests.
The Engineering Team automates collaboration between specialized agents:
| Agent | Role | Output |
|-------|------|---------|
| Engineering Lead | Designs backend architecture | output/{module_name}_design.md |
| Backend Engineer | Implements the backend module | output/{module_name} |
| Frontend Engineer | Builds a Gradio demo app | output/app.py |
| Test Engineer | Writes unit tests | output/test_{module_name} |
pip install uv
uv pip install -e .
Or manually:
python -m venv .venv
. .venv/Scripts/activate # Windows
# source .venv/bin/activate # macOS/Linux
pip install -e .
Create a .env file in the root:
OPENAI_API_KEY=sk-...
python -m src.engineering_team.main
This will sequentially generate:
{module_name}_design.md){module_name})app.py)test_{module_name})You define the requirements, module_name, and class_name in the runtime input, e.g.:
inputs = {
"requirements": "- CRUD TODOs\n- Persist to todos.json\n- Search/filter by completed",
"module_name": "todo_backend.py",
"class_name": "TodoBackend"
}
engineering_team/
├─ src/engineering_team/
│ ├─ config/
│ │ ├─ agents.yaml
│ │ └─ tasks.yaml
│ ├─ main.py
│ └─ ...
├─ output/
│ ├─ {module_name}_design.md
│ ├─ {module_name}
│ ├─ app.py
│ └─ test_{module_name}
└─ .gitignore
app.py (Gradio demo)cd output
pytest -q test_{module_name}
python app.py
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-khaledyaish0-engineering-team/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-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-khaledyaish0-engineering-team/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-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": "2026-04-17T04:46:38.876Z"
}
},
"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": "Khaledyaish0",
"href": "https://github.com/KhaledYaish0/engineering-team",
"sourceUrl": "https://github.com/KhaledYaish0/engineering-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-khaledyaish0-engineering-team/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-team/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T05:21:22.124Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/KhaledYaish0/engineering-team",
"sourceUrl": "https://github.com/KhaledYaish0/engineering-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-khaledyaish0-engineering-team/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-khaledyaish0-engineering-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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