Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
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.
Use This Via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse | Route /signal-canvas/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuseMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse",
"query_text": "Summarize AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse",
"normalized_query": "2603.18000",
"route": "/signal-canvas/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse",
"paper_ref": "agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse
PDF: https://arxiv.org/pdf/2603.18000v1
Repository: https://github.com/anthropics/claude-code
Source count: Pending verification
Coverage: 50%
Last proof check: 2026-03-19T21:58:07.870Z
Signal Canvas receipt window
/buildability/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse
Subject: AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse
Verdict
Preparing verified analysis
Dimensions overall score 5.0
CLAIM MAP
No public claim map is available for this paper yet.
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
6mo ROI
2-4x
3yr ROI
10-20x
Lightweight AI tools can reach profitability quickly. At $500/mo average contract, 20 customers = $10K MRR by 6mo, 200+ by 3yr.
Zhang Zhang
Shuqi Lu
Hongjin Qian
Di He
Find Similar Experts
AI experts on LinkedIn & GitHub
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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/agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse
Paper ref
agentfactory-a-self-evolving-framework-through-executable-subagent-accumulation-and-reuse
arXiv id
2603.18000
Generated at
2026-03-19T21:58:07.870Z
Evidence freshness
stale
Last verification
2026-03-19T21:58:07.870Z
Sources
0
References
0
Coverage
50%
Lineage hash
ce9d96f74d629bc01981ce37355978c14df5d973aeb0253a025ef411743f70a3
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.
Verification pending / evidence receipt incomplete
references
distribution_readiness_scores