card-rewrite
SolidRewrite a Heptabase paper card into the "teaching-style" format — written to onboard the reader configured at config profile.reader — assumed NOT an expert in that paper's subfield: a one-line essence + why-you-should-read framing, a 先備知識 glossary that defines the jargon in plain language, teaching prose that explains the WHY (not just the what), bilingual terms (English kept alongside Chinese), a filled-in 快速摘要, preserved figures, and re-applied colorization. Use when the user asks to rewrite / 重寫 / 教學式 / upgrade a paper card, or to retrofit existing cards in batches. The gold reference is the card configured at config `gold_cards.card_rewrite`(未設定時以本 skill 的 teaching_spec.md 為準).
Install
Quality Score: 79/100
Skill Content
Details
- Author
- SungFeng-Huang
- Repository
- SungFeng-Huang/research-cards
- Created
- 3 weeks ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
scholar-inbox-clip
Read all unread Scholar Inbox emails from Mac Mail.app (Scholar Alert Digests and Trending Papers), fetch each paper's AI overview from alphaXiv (or fall back to the raw paper), translate to the configured output language (default Traditional Chinese), apply color highlights, and create Heptabase cards. Use when the user asks to process Scholar Inbox papers, clip papers from alphaXiv, or update Heptabase with new research. Invoked with NO paper URL, it instead runs a BACKFILL maintenance pass: find existing alphaXiv cards whose Tasks property is empty (an automated run may have skipped semantic tagging), annotate them, and re-sync the affected comparison-overview cards. An explicit "re-audit" / 「重審 Tasks」 ask runs the RE-AUDIT pass instead: semantic review of already-set Tasks values, proposing mis-tag removals for user approval.
overview-daodu
Add or refresh a Hung-Yi-Lee-style teaching 導讀 (narrative intro) at the top of a Heptabase comparison/overview card — weaving the papers the card lists into ONE evolution thread with a punchline, grounded ONLY in the card's own content. Idempotent: re-running updates the existing 導讀 in place instead of duplicating. Use when the user asks to add/update/refresh a 導讀 / 教學導讀 / 導言 / teaching intro on an overview card (Tokenizer/Codec, Spoken LM, Reasoning, Duplex S2S, Audio Understanding, …).
project-card-merge
Consolidate a Heptabase research-project card on the Mac into a STANDALONE full report for the project lead (前情提要 + evolution story + current state — readable without session memory): fold the cluster's append-only `📥 cluster 補充/進度` blocks (and any `📝 待補成 paper 級參考` brief) into ONE focused, paper-grade, coherent card — update 現狀 to the latest state, supersede stale info, keep all paper-grade detail + figures + file citations + card-links, and remove the dated append shells. Also folds tail-appended `🔍` research-gap analysis sections (from overview-graph Operation 5) into the body after Findings, promoting actionable 發想 into 下一步 and verification-type 洞 into 待補. Chain-aware: collapses a continuation chain (entry→續卡, from append-side overflow) back into the merge, and when the merged result itself exceeds the card cap it spills whole sections into a fresh chain instead of condensing (finalize_chain) — paper-grade content is never trimmed to fit 100K. This is the Mac-only "final merge" that pairs with the clus