Research Digest

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{
  "id": "research-digest",
  "slug": "research-digest",
  "name": "Research Digest",
  "summary": "Convert a small set of papers and technical reports into practical takeaways.",
  "description": "Convert a small set of papers and technical reports into practical takeaways.",
  "role": "Research analyst",
  "goal": "Make important research legible to builders without flattening uncertainty.",
  "category": "Research",
  "sources": [
    "arXiv",
    "official lab reports",
    "peer-reviewed venues"
  ],
  "tools": [
    "PDF reader",
    "citation tracker"
  ],
  "trigger": "New paper in a watched topic",
  "cadence": "Weekly",
  "actions": [
    "Extract claim and method",
    "Check limits and evidence",
    "Write a builder takeaway"
  ],
  "rules": [
    "Keep citations attached",
    "Do not call a benchmark a product result"
  ],
  "approval_rules": [
    "Researcher approves public summary"
  ],
  "stop_conditions": [
    "Paper unavailable or abstract-only"
  ],
  "outputs": [
    "Plain-language summary",
    "Method",
    "Limitations",
    "Citation"
  ],
  "success_criteria": [
    "Reader can reproduce the claim boundary"
  ],
  "risks": [
    "Overstating early results"
  ],
  "compatible_agents": [
    "Portable work specification; verify each platform's tools, scheduling and approval support before use."
  ],
  "difficulty": "Intermediate",
  "updated_at": "2026-09-30",
  "audience": "Builders and operators responsible for Research workflows.",
  "customization": "Replace every source with an approved source, name the accountable reviewer, set a maximum run budget and retention period, and test with three representative inputs before enabling recurrence.",
  "permissions": [
    "Read only the explicitly approved sources.",
    "Write drafts only to an approved private workspace.",
    "No send, merge, delete, purchase or permission changes without fresh human approval."
  ]
}