Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 9/10
- Last proof check
- 2026-04-30
- Score updated
- 2026-04-30
- Score fresh until
- 2026-05-30
- References
- 0
- Source count
- 4
- Coverage
- 67%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
Canonical ID bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations | Route /signal-canvas/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operationsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations",
"query_text": "Summarize Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations",
"normalized_query": "2604.26805",
"route": "/signal-canvas/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations",
"paper_ref": "bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
PDF: https://arxiv.org/pdf/2604.26805v1
Repository: https://github.com/benchen4395/BianQue_Assistant
Source count: 4
Coverage: 67%
Last proof check: 2026-04-30T15:12:18.354Z
Signal Canvas receipt window
Ready for execution: Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
/buildability/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations
Subject: Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
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.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations
Paper ref
bian-que-an-agentic-framework-with-flexible-skill-arrangement-for-online-system-operations
arXiv id
2604.26805
Freshness
Generated at
2026-04-30T15:12:18.354Z
Evidence freshness
fresh
Last verification
2026-04-30T15:12:18.354Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
7e599ffe2f4a184c994ce632a95069186374f75cf2829b2d4a1e37b3729c244f
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
Canonical Paper Receipt
Last verification: 2026-04-30T15:12:18.354ZFreshness: fresh
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 67%
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 9.0
GitHub Code Pulse
CachedClaim map
No public claim map is available for this paper yet.
Startup potential card
Related Resources
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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