{
  "checklist_item": {
    "id": "chk_review_80_percent",
    "item": "Engineers give Claude abstract problems they're unfamiliar with, let it work autonomously, then review the roughly 80%-complete solution before taking over for final refinements.",
    "category": "verification_gate",
    "source_title": "How Anthropic teams use Claude Code",
    "source_url": "https://claude.com/blog/how-anthropic-teams-use-claude-code",
    "summary": "A human verification checkpoint at ~80% completion, not at every step, is how some Anthropic engineers gate autonomous work.",
    "created_at": "2026-07-02 06:02:48",
    "cite_as": "https://subagentchecklists.com/api/checklist-items/chk_review_80_percent"
  }
}