overview
SolidMaintain ALL Heptabase comparison-overview card families with one skill — tokenizer/codec, spoken-LM/speech-LLM (nesting the auditory 聽覺理解・推理 sub-topic: audio understanding/reasoning/audio-LM 驗收), duplex S2S, 語音生成 (TTS family), ASR (non-LLM), and speech frontend/security. Find newly Tasks-tagged papers an overview is missing, route each to the right topic and act card, author a hung-yi-lee-style section + dimension row + paradigm/synthesis updates, re-sort by arxiv ID, refresh the 導讀, and keep the knowledge graph bookkeeping green. Use when the user asks to update/sync/補/re-sort ANY comparison overview card (任何主題的 overview 卡).
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
overview-graph
Maintain the study/overview knowledge graph in Heptabase: the hierarchy (📚 root index → topic hubs → comparison cards, Level property = tree depth), the lateral edges (相關主題(橫向連結) mention sections, ↔/→ direction semantics), the knowledge-map whiteboard, hub creation, and hung-yi-lee narrative-act card re-splits when a card nears the 100K cap or its taxonomy stops matching the story. Use when the user asks to 新增/調整 hub、拆卡/重分 overview、加/改 graph 邊 or 橫向連結、調 Level/目錄/知識地圖 whiteboard、或稽核 knowledge graph 一致性.
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, …).
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.