COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation

stale

Proof freshness: stale
Proof status: unverified
Display score: 9/10
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 colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation | Route /signal-canvas/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation",
    "query_text": "Summarize COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation",
  "normalized_query": "2605.31264",
  "route": "/signal-canvas/colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation",
  "paper_ref": "colleague-skill-automated-ai-skill-generation-via-expert-knowledge-distillation",
  "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: COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

PDF: https://arxiv.org/pdf/2605.31264v1

Repository: https://github.com/titanwings/colleague-skill

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:20:08.216Z

Signal Canvas receipt window

Ready for execution: COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

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Subject: COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Verdict

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COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

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