OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction explores OxyGent is an open-source framework for building modular, observable, and evolvable multi-agent systems with a Lego-like assembly paradigm.. Commercial viability score: 8/10 in Agents.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction | Route /paper/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstractionMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.25602"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction",
"normalized_query": "2604.25602",
"route": "/paper/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction",
"paper_ref": "oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction
Subject: OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction
Paper ref
oxygent-making-multi-agent-systems-modular-observable-and-evolvable-via-oxy-abstraction
arXiv id
2604.25602
Generated at
2026-04-29T02:43:00.055Z
Evidence freshness
fresh
Last verification
2026-04-29T02:43:00.055Z
Sources
4
References
0
Coverage
67%
Lineage hash
902e85849cc9b48b78c11544d1035281d8372f95dce875ffac66e737b1fd77fb
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 4 sources / Verification pending
references
proof_status
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 8.0
Visual citation anchors from the paper document graph.
{"file name": "input.pdf", "number of pages": 10, "author": "Junxing Hu; Tianlong Li; Lei Yu; Ai Han", "title": "OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction", "creation date": null, "modification date": null, "kids": []}
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