DuckDB Backup
Comprehensive DuckDB database backup toolkit supporting both file-based (cp) and native (ATTACH+COPY) backup approaches. Use when you need to backup DuckDB databases locally or to remote storage, create daily scheduled backups, verify backup integrity, or manage backup retention policies.
translate-to-chinese
Translates English text to Chinese. Use when the user asks to translate English to Chinese, or requests translation from English to 中文/汉语.
dagster-remote
Manage remote Dagster server on dns-analy4 - start, stop, restart, check status, sync code, sync data/results to local, and view logs. Use when user wants to manage the remote Dagster deployment or sync remote data and results to local.
ai-corrected-feynman
Run the AI-corrected Feynman technique on a concept — the user explains it in their own words, Claude finds real errors/vague spots/unsupported causal claims (not encouragement), scored 1-10, repeated until it scores 10 — then logs every round into the concept's own note. Supports a chain mode that walks an ordered, categorized list of related concepts one at a time, and a review mode that schedules spaced repetition (SM-2) on already-passed concepts. Use when the user wants to "用AI纠错费曼学习法学一下 X", "费曼一下 X", practice explaining a concept for AI correction, work through a "学习链"/concept chain step by step, asks what's due for review / wants to review passed concepts, or asks to log/continue such a session.
amend-staged
Amend the last commit with staged changes only
apple-notes-to-journal
Append Apple Notes to daily journal files as Thino Memo entries in the Obsidian vault. Use when the user wants to "把 Apple Notes 加到 journal", "process Apple Notes", "sync Apple Notes to journals", or run the apple_notes_to_journal script.
arkime-data-manager
Manage Arkime data (wipe database, import PCAPs)
arkime-query
Query Arkime/OpenSearch for session counts, unique ASes, and traffic statistics. Use when user wants to check NTP/TCP/UDP/ICMP sessions or analyze source AS data.
awsntp-check
Check AWS NTP honeypot data status across 7 regions - local pcap files, S3/Google Drive sync logs, tcpdump processes, and NTP service. Use when user wants to check AWS NTP data or sync health.
capture-note
Turn a real moment (belief-shift, recurring decision stance, world-prediction, open uncertainty, reusable way of thinking, or a concrete buildable spark) into a proper Insight / Principle / Hypothesis / Question / Thought Mode / Idea note in the vault, following each type's own meta note and template. ALWAYS classifies first — checks the content against all six types' criteria rather than trusting the user's stated type, and redirects if it doesn't fit. Use when the user says "记一个insight/principle/hypothesis/question/thought mode/idea", "这是个insight", "把这个总结成principle", "这可以算hypothesis吗", "加一个开放问题", "这算一种思维模式吗", "这是个点子/idea", or asks to capture any of these from the conversation.
commit-staged
Git commit commands for staged-only commits
create-obsidian-vault
Create a new Obsidian vault by copying a template .obsidian config (preserving its symlinks), scaffolding pages/journals/attachments folders, and initializing git — or reset an existing vault's config (theme, ribbon, Unique Note Creator settings, template symlink) back to these defaults without touching any content. Use when the user wants to "create a new vault", "新建一个 vault/Vault", "make an Obsidian vault", set up a project vault, or "恢复/reset an existing vault's settings to the default template".
emdash-spin-up-demo
Bring the EmDash monorepo from a fresh clone to a running dev server with the `demos/simple` demo and an authenticated admin session. Use when the user asks to "test/try emdash", "run a demo", "spin up the framework", or after a fresh `git clone` / `git clean -fdx`. Covers the pnpm/corepack setup, the build-before-bootstrap order requirement, the demo bootstrap CLI, the dev-bypass shortcut for instant admin login, and the list of harmless warnings that are expected on first run. Do NOT use for scaffolding a brand-new project outside the monorepo (that's `create-emdash`) or for authoring a new site (that's the `building-emdash-site` skill).
git-submodule
Add a directory as a git submodule with its own remote repository. Use when user wants to track a directory with separate git history.
nix-darwin
nix-darwin configuration management commands and workflows
paper-to-vault
把 Zotero 中提取的论文 .text 文件总结为中文摘要并/或整理成结构化 Markdown，保存到 Obsidian survey-vault 的 pages/ 目录。处理 CR 换行符、frontmatter 规范、表格碎片化、参考文献筛选等已知坑。Use when the user provides a `/Users/zhaoliang/Zotero/storage/<ID>/<n>.text` path along with requests like "总结这篇文章"、"写一千字摘要"、"中文摘要"、"整理成 Markdown"、"全文转 Markdown"、"convert this paper to markdown"、"summarize this paper".
prompt-review
Batch-review the prompts you sent Claude on a given day (via claude-mem), pull out the ones that are your own original self-reflection (self-model, decision patterns, relationships, emotional processing — not task instructions), and log them into that day's journal under a "# Prompt Review" section. Use when the user wants to "回顾一下今天/昨天给AI的自我反思prompt", "把有价值的反思记进journal", or asks to run this on a schedule.
rumination-reading
Re-review an article the user has already read and starred (a "blog-article"-tagged note) through two gates — first an internalization check borrowed from the Feynman skill (did they actually understand/retain a point, or are they just parroting the original text?), then, only for points that pass, an increment check borrowed from the Socratic skill (what changed in their understanding since last time, forcing a concrete recent example, never letting "feels different now" stand alone). Logs every round into the article's own note, tracks per-point 未内化/已内化 status, and supports resuming mid-article across sessions. Use when the user wants to "反刍"一篇文章, "重新review这篇文章/博客", check whether they actually understood or remember an article, or continue an in-progress rumination session.
socratic-questioning
Run a Socratic dialectic on one of the user's "questions"-tagged open questions (the Question type in their 认知方法论 framework) — Claude asks one probing follow-up at a time, never answers on the user's behalf, forces concrete detail out of vague framing, then judges the question's value/status at the end. Logs every round into the question's own note. Use when the user wants to "苏格拉底式"追问一个问题, test whether a question is still worth keeping "常驻", or asks to continue/log such a session.
split-memo
Split a multi-line Thino Memo entry in an Obsidian journal file into multiple single-paragraph memos by blank lines. Use when the user wants to "把这条笔记按空行分割", "split this memo", "拆分 Thino memo", or break a long memo block into separate entries.
test00-check
Check test00 honeynet production server status - pcap files, tcpdump processes, containers, and Google Drive sync. Use when user wants to check test00 data or server health.
transcribe-and-extract
Transcribe voice memos/recordings with the local Qwen3-ASR pipeline in ~/LocalRepos/tools-playground/asr-tools, then extract structured information (summary, decisions, action items, people, notable quotes with timestamps) into a vault note. Use when the user wants to "转写录音", "转录并提取信息", asks to process new voice memos, or wants a meeting/interview/testimony recording turned into notes.
weekly-review
Summarize a week's (or single day's) Claude-tracked work from claude-mem into the vault's daily journal "# Work" sections and into the Weekly Review journal file. Use when the user asks to summarize a day or week of work "根据claude-mem总结", "总结这周/这几天的工作并写入journal", or references a date range or an ISO week id like 2026-W32, and wants it written into journals/*.md.