| name | paper-pipeline |
| description | End-to-end paper workflow: resolve a paper reference, acquire the canonical raw bundle, discover and clone repository. Generate reading notes if user requests ("笔记", "reading notes", "--with-notes").
|
| argument-hint | <paper_reference> [--skip-repo] [--with-notes] [--output <note_path>] |
| allowed-tools | Skill, Read, Bash |
Paper Pipeline
End-to-end paper workflow. Calls other paper-* skills sequentially.
Storage
Canonical store: ~/docs/papers/{folder_slug}/
Example: ~/docs/papers/iclr2017-gcn-kipf/
Pipeline
Default: resolve → acquire → repo
Notes: Only if user requests ("笔记", "reading notes", "--with-notes")
Execution Steps
Parse user arguments first:
| Flag | Effect |
|---|
--skip-repo | Skip Step 3 |
--with-notes | Run Step 4 after Step 3 |
--output <path> | Pass to paper-reading-notes |
--refresh | Re-run completed steps |
Step 1: paper-resolve
Call: Skill(skill="paper-resolve", args="<paper_reference>")
Output: ~/docs/papers/{folder_slug}/metadata.yaml
Skip if: metadata.yaml already exists and --refresh not set.
Step 2: paper-acquire
Call: Skill(skill="paper-acquire", args="{folder_slug}")
Output: ~/docs/papers/{folder_slug}/paper/paper.pdf, paper.md
Skip if: paper.md already exists and --refresh not set.
Step 3: paper-repo
Call: Skill(skill="paper-repo", args="{folder_slug}")
Output: ~/docs/papers/{folder_slug}/repo/ (if found)
Skip if: --skip-repo or repo already exists and --refresh not set.
Step 4: paper-reading-notes
Call: Skill(skill="paper-reading-notes", args="{folder_slug} --output {path}")
Output: reading-note.md
Only runs if user requests notes.
Example
User: "SpaMI spatial multi-omics --with-notes"
Execute:
Skill(skill="paper-resolve", args="SpaMI spatial multi-omics")Skill(skill="paper-acquire", args="preprint2024-spami-pei")Skill(skill="paper-repo", args="preprint2024-spami-pei")Skill(skill="paper-reading-notes", args="preprint2024-spami-pei")
