daily-reading

name	daily-reading
description	Morning paper reading workflow. Triggers on "start my day", "今天看什么", "morning digest", "每日推荐".

Daily Reading

Flow

1. Call paper_morning_brief(days=1) — this single tool does context recovery + collect + digest + auto-mark in one call

2. Call paper_watch_digest() — check for watchlist updates

3. Present as structured tables:

   今日推荐 (N 篇): | # | 标题 | 评分 | 关键词 | 一句话总结 |

   Watchlist 更新 (if any): | 跟踪项 | 类型 | 新论文数 | 最相关论文 |

   结论与建议: 今日最值得关注的方向和论文，建议阅读顺序

4. Auto-save: call paper_save_report(report_type="daily_digest", content=<digest markdown>, filename="{YYYY-MM-DD}.md") using the daily-digest-template. Tell user the saved path.

5. [CONTEXT-AWARE FORK] — Based on the digest result, suggest next steps:

   • If digest has ≥1 high-confidence paper: "今日摘要已保存至 {path}。\n💡 下一步建议：\n1. 深入分析 [{top_paper_title}]（{score}分，{reason}）\n2. 先筛选一轮，确认哪些值得读\n（说编号或告诉我你想做什么）"

   • If digest is empty: "今天没有新的高相关论文。\n💡 下一步建议：\n1. 扫描一下 [{user_primary_topic}] 的最新进展\n2. 看看 watchlist 有没有更新\n（说编号或告诉我你想做什么）"

   • If watchlist has updates: Append: "另外，[{watch_item}] 有 {N} 篇新论文，要看看吗？"

If user picks a paper

Hand off to the deep-dive skill with the selected paper ID. Carry the paper's score, topics, and recommendation_reason as context.

Workspace behavior

The paper_morning_brief response includes a mode field:

• "workspace": top picks were auto-marked as to_read.
  • If auto_marked > 0 AND this is the user's first time seeing auto-marking (no prior reading stats), explain: "（首次自动标记）我把 N 篇高相关论文自动标记为'待读'，方便你追踪阅读进度。这个行为可以通过切换到 lightweight 模式关闭。"
  • On subsequent uses, just briefly mention: "已自动标记 N 篇为待读。"
• "lightweight": just present the digest, no status talk.

Rules

• Only 1 checkpoint (the fork above). Everything else is automatic.
• Don't ask about collection parameters, source selection, or date ranges unless user specifies.
• FORK suggestions must reference actual paper titles and scores from the digest result. Never give generic options.