science-radar
MIRROR OF https://codeberg.org/emmecola/science-radar - Science Radar is a multi-agent pipeline built with CrewAI that monitors a scientific topic of your choice, selects the most relevant and novel source from recent news and academic papers, and produces a publication-ready illustrated essay. $1 Science Radar is a multi-agent pipeline built with $1 that monitors a scientific topic of your choice, selects the most relevant and novel source from recent news and academic papers, and produces a publication-ready illustrated essay. What it does Each run executes a fixed seven-step pipeline: 1. **Scout** — fetches recent news (NewsAPI) and academic papers (Semantic Scholar) for the configured topic. 2. **Critiq
Rank
24
Safety
66
Updated
May 31, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.
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.
git clone https://github.com/emmecola/science-radar.git- 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/crewai-emmecola-science-radar/snapshot"
Documentation
GITHUB OPENCLEW
3,940 characters of source documentation, loaded on request.
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@langchain/langgraph-swarm
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oceanbus-langchain
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Emmecola",
"category": "vendor",
"href": "https://github.com/emmecola/science-radar",
"sourceUrl": "https://github.com/emmecola/science-radar",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-31T06:18:32.368Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-emmecola-science-radar/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-emmecola-science-radar/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-31T06:18:32.368Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-emmecola-science-radar/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-emmecola-science-radar/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 8, 2026.