AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 4
Coverage: 67%

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 autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle | Route /signal-canvas/autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle",
    "query_text": "Summarize AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle",
  "normalized_query": "2605.31468",
  "route": "/signal-canvas/autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle",
  "paper_ref": "autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

PDF: https://arxiv.org/pdf/2605.31468v1

Repository: https://github.com/skyllwt/AutoSci

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:19:54.717Z

Signal Canvas receipt window

Ready for execution: AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

/buildability/autosci-a-memory-centric-agentic-system-for-the-full-scientific-research-lifecycle

Build Nowready

Subject: AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

Verdict

Build Now

AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface