obsidian-ai-summary

name	obsidian-ai-summary
description	Generate and write AI Summary sections for Obsidian literature notes. Use when the user asks to summarize a paper, or when prompted after Zotero import or MinerU parsing. 当用户请求总结论文、Zotero 导入或 MinerU 解析完成后有 AI Summary 空白时使用。

Obsidian AI Summary

Generate and write ## AI Summary sections in Obsidian literature notes. 处理文献笔记 AI 摘要的生成和写入时优先使用。

Trigger Conditions

Run this skill when any of the following apply:

1. Explicit request: user says "write AI Summary", "summarize this paper", "fill in the summary".
2. Post-import prompt: after obsidian-zotero or obsidian-mineru completes, detect whether ## AI Summary is absent or empty in the literature note → ask "Want to generate an AI Summary?".
3. Pipeline flag: obsidian_pipeline_ingest_item(write_ai_summary=true) or obsidian_pipeline_parse_with_mineru(write_ai_summary=true) fills an empty summary section automatically.

Source Reading Priority

1. Check mineruStatus in note frontmatter via obsidian_read_file.
2. If mineruStatus: parsed → read attachments/mineru/<zoteroKey>/paper.md (richest source: full structured text + figure captions).
3. Otherwise → read the literature note body directly.
4. Always include existing ## Reading Notes content as primary evidence.

Budget: ≤ 4 tool calls total (read note → optionally read MinerU md → write back → confirm).

Standard Summary Template

Write exactly this structure into ## AI Summary:

## AI Summary

**Core Finding:** [One-sentence core conclusion.]

**Method:** [Methods, models, or experimental design used.]

**Dataset / Scope:** [Dataset name, scale, domain.]

**Limitations:** [Acknowledged or inferable limitations.]

**My Assessment:** [Relevance to current research direction, credibility, follow-up worth.]

Write-back Procedure

1. obsidian_read_file the full literature note.
2. Locate ## AI Summary section:
   • If present and non-empty → ask user before overwriting (unless triggered by pipeline flag).
   • If absent or empty → insert before ## Reading Notes (or at end of note if no Reading Notes section exists).
3. Replace only the ## AI Summary section content; leave all other sections untouched.
4. obsidian_write_file the updated note.
5. On re-ingest via obsidian-zotero, the ## AI Summary section is preserved automatically.

Eval Scenarios

• Trigger: "Fill the AI Summary for this imported paper." Expected: read the literature note, prefer MinerU Markdown when parsed, and write only ## AI Summary. Must preserve ## Reading Notes.
• Trigger: "Summarize after parsing with MinerU." Expected: use MinerU text as source and fill an empty ## AI Summary. Must not overwrite a non-empty user summary.
• Trigger: "Update this already written AI Summary." Expected: ask before overwrite unless the user explicitly requests replacement. Must not touch YAML or other note sections.

中文说明

检测触发条件（显式请求 / 导入后提示 / 管道 flag），优先读取 MinerU 全文，按标准五节模板写入 ## AI Summary，不触碰其他节内容。