SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/skillclaw-let-skills-evolve-collectively-with-agentic-evolver

stale

Proof freshness: stale
Proof status: partial
Display score: 4/10
Last proof check: 2026-04-10
Score updated: 2026-04-10
Score fresh until: 2026-05-10
References: 0
Source count: 4
Coverage: 83%

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 skillclaw-let-skills-evolve-collectively-with-agentic-evolver | Route /signal-canvas/skillclaw-let-skills-evolve-collectively-with-agentic-evolver

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/skillclaw-let-skills-evolve-collectively-with-agentic-evolver

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "skillclaw-let-skills-evolve-collectively-with-agentic-evolver",
    "query_text": "Summarize SkillClaw: Let Skills Evolve Collectively with Agentic Evolver"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SkillClaw: Let Skills Evolve Collectively with Agentic Evolver",
  "normalized_query": "2604.08377",
  "route": "/signal-canvas/skillclaw-let-skills-evolve-collectively-with-agentic-evolver",
  "paper_ref": "skillclaw-let-skills-evolve-collectively-with-agentic-evolver",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

PDF: https://arxiv.org/pdf/2604.08377v1

Repository: https://github.com/AMAP-ML/SkillClaw

Source count: 4

Coverage: 83%

Last proof check: 2026-04-10T20:18:25.382Z

Signal Canvas receipt window

Not build-ready: SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

/buildability/skillclaw-let-skills-evolve-collectively-with-agentic-evolver

Ignoreblocked

Subject: SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

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Use this Signal Canvas via API or MCP

Signal Canvas proof surface