← ClaudeAtlas

overviewlisted

Maintain 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).
SungFeng-Huang/research-cards · ★ 3 · AI & Automation · score 77
Install: claude install-skill SungFeng-Huang/research-cards
# Overview Maintenance — one skill, config-discovered topics ## Backend `heptabase`/`both`:原路徑不變。`obsidian`:engine 的 read/save 與 corpus 掃描走 vault; 卡片連結=`[[wikilink]]`(讀入時解析為 card mention,coverage 圖照常運作)。注意 topic config 內的 card id 需為該 backend 的 id(obsidian 為 `Folder/Name`)。 Comparison-overview cards live under the study/overview knowledge graph (topic hubs → act cards; see the `overview-graph` skill for STRUCTURAL changes). This skill maintains card CONTENT: coverage, per-paper sections, tables, sort. **Before authoring anything, read the topic doc `topics/<topic>.md`** — it has the card list/ids, act-routing rules, paradigm taxonomies, DIM_COLS, size budget, and topic quirks. This file only carries what is common. ## Topics | topic key | scope (Tasks values) | cards | |---|---|---| | &nbsp;&nbsp;└ `auditory` | Audio Understanding · Reasoning · Audio LM | 3 cards (AU/R/(E)驗收) under 聽覺翼 sub-hub 77b0b1af — nested in spoken | Topology (own cards / sub_topics / MATCH sort keys / task values) is **graph-derived**: `topics/<topic>/topic_snapshot.json`, written by `../_shared/topology.py refresh` after structural changes. Never hand-edit snapshots. **Topics nest along the hub tree**: a sub-hub bullet in a hub's 子卡與閱讀順序 that is another topic's anchor makes that topic a `sub_topics` child — the parent's `status`/`sort` runs the whole subtree (labelled per sub-topic); the child key still works standalone. ## CLI ```bash cd ${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/skills/research-car