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/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills | Route /signal-canvas/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skillsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills",
"query_text": "Summarize Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills",
"normalized_query": "2606.07412",
"route": "/signal-canvas/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills",
"paper_ref": "socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills
PDF: https://arxiv.org/pdf/2606.07412v1
Source count: 3
Coverage: 50%
Last proof check: 2026-06-08T17:14:38.603Z
Signal Canvas receipt window
/buildability/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills
Subject: Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Preparing verified analysis
Dimensions overall score 0.0
No public code linked for this paper yet.
{"file name": "input.pdf", "number of pages": 21, "author": "Chuan Xiao; Zhengbo Jiao; Shaobo Wang; Wei Wang; Bing Zhao; Hu Wei; Linfeng Zhang; Lin Qu"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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.
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
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/socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills
Paper ref
socratic-swe-self-evolving-coding-agents-via-trace-derived-agent-skills
arXiv id
2606.07412
Generated at
2026-06-08T17:14:38.603Z
Evidence freshness
fresh
Last verification
2026-06-08T17:14:38.603Z
Sources
3
References
0
Coverage
50%
Lineage hash
9efd3f2efb31b1f84a50c3d2fd7693d40170c7e92cb87f6b95075050ae088149
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