Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-10
Score updated: 2026-04-09
Score fresh until: 2026-05-09
References: 53
Source count: 3
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 evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios | Route /signal-canvas/evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios",
    "query_text": "Summarize Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios",
  "normalized_query": "2604.06742",
  "route": "/signal-canvas/evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios",
  "paper_ref": "evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 53

Proof: Verification pending

Freshness state: computing

Source paper: Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

PDF: https://arxiv.org/pdf/2604.06742v1

Source count: 3

Coverage: 67%

Last proof check: 2026-04-10T00:14:52.321Z

Signal Canvas receipt window

Watch and verify: Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

/buildability/evaluating-llm-based-0-to-1-software-generation-in-end-to-end-cli-tool-scenarios

Watchwatch

Subject: Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

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Signal Canvas proof surface