Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs explores Enables on-demand persona-based agent generation to dynamically tailor multi-agent workflows to user needs and task contexts.. Commercial viability score: 4/10 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/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs | Route /paper/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.27882"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs",
"normalized_query": "2604.27882",
"route": "/paper/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs",
"paper_ref": "building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs
Subject: Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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.
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
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Preparing verified analysis
Dimensions overall score 4.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
{"file name": "input.pdf", "number of pages": 6, "author": "Giuseppe Arbore; Andrea Sillano; Luigi De Russis", "title": "Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs", "creation date": "D:20260501010134+00'00'", "modification date": "D:20260501010134+00'00'", "kids": []}
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Receipt path
/buildability/building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs
Paper ref
building-persona-based-agents-on-demand-tailoring-multi-agent-workflows-to-user-needs
arXiv id
2604.27882
Generated at
2026-05-01T15:05:37.403Z
Evidence freshness
fresh
Last verification
2026-05-01T15:05:37.403Z
Sources
3
References
0
Coverage
50%
Lineage hash
cfd9403176f200491e634d80529dbf2e2d6e390589991ca25f7449b86455f1ca
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 / 3 sources / Verification pending
repo_url
references