DeepOrbit

Batched proactive check-in over vault state — silence by default, propose-approve. Use when the user asks "今天该干什么", "帮我看看有什么要做的", "有什么要我处理的", "巡检一下", "anything I should deal with", "what needs my attention", or when a scheduled heartbeat job wakes you up. Also use for evaluating WHEN rules in 99_System/Rules.

Daily planning - run a recap of yesterday's knowledge, review most recent diary, plan today, connect projects. News summaries included.

Act as the user's mentor for project and knowledge management. Use when the user asks for guidance on how to manage projects, which method to use (GTD, Zettelkasten, PARA, Atomic Habits), how to use DeepOrbit tools, asks for a vault health diagnosis, a weekly review, or wants a recipe designed for a recurring workflow.

Build a current agenda from DeepOrbit Markdown tasks. Use when the user asks what to do today, what is overdue, what is upcoming, for a task review, or for a daily planning summary across Inbox, Diary, and Projects.

Export dated DeepOrbit Markdown tasks to a portable iCalendar file. Use when the user asks to link tasks to a calendar, export ICS, or view due and scheduled tasks in Apple, Google, Outlook, or another calendar app.

Install and explain DeepOrbit's local reminder delivery for timed Markdown tasks. Use when the user says "remind me", "提醒我", "到点叫我", "定时任务", mentions cron-based reminders, asks why a notification did not fire, or wants macOS notifications for tasks carrying a due date and time.

Capture, refine, split, and report portable Markdown tasks with natural-language time parsing. Use when the user says todo, 待办, task, reminder, 提醒, "记一下", "add this", "remind me to...", states any time-bound intention ("今晚七点…", "明天上午…", "每周五…"), dumps a rough list to clean up, asks to break a big task into steps, or wants a progress summary — no slash command required, no external task service.

Detect agent CLIs installed on this machine (omp, claude, gemini, codex), let the user pick one for DeepOrbit to hand execution to, and show the current configuration. Use when the user wants to connect/configure an agent CLI, asks which agents are available, mentions ACP/RPC/-p mode handoff, or asks to see the current agent status.

Export DeepOrbit vault knowledge into the user's Teach Me learner vault with provenance tagging. Use when the user wants to import/sync vault knowledge into teach-me, grow their knowledge tree from existing notes, or asks about 联动 teach-me / 导入知识库 / learner portrait from vault content.

Connect the current workspace to an existing DeepOrbit Obsidian vault elsewhere on disk and run its workflows by natural language. Use when the user wants to link or register a vault path, work on a vault outside the current directory, or triggers vault actions (daily plan, recap, research, todo, agenda, search, rag, note capture, translation…) while the current folder is not the vault.

Archive completed projects and processed inbox items. Use when the user wants to clean up finished work, archive done projects, pause or resume work, or review what is still active.

Automatically downloads LaTeX source from arXiv, translates it to a target language (default Chinese), and compiles it to PDF using xelatex. Uses modern xeCJK for multilingual support. Trigger when the user provides an arXiv URL, paper ID, or natural language query about an arXiv paper and wants it translated/compiled.

Quick answers to questions without heavy note-taking overhead

Interactive brainstorming partner using Socratic inquiry

Let the vault "dream" — an offline consolidation pass that self-organizes knowledge. Use when the user asks to consolidate, self-learn, dream, promote patterns to Wiki, find hidden connections, or when a cron job triggers the dreaming workflow.

Automatically scans wiki links in 40_Wiki, identifies missing note files, and automatically completes them. Includes: 1. Automatic creation of missing files; 2. Deep content filling (Wiki + First Principles); 3. Intelligent automatic classification.

Initialize or safely upgrade a DeepOrbit Obsidian vault. Use when the user asks to set up DeepOrbit, create the vault folders, migrate legacy Chinese folder names, repair a partial installation, or generate deeporbit.json.

Convert an idea or Inbox note into a structured DeepOrbit project. Use when the user wants to start, scope, or turn an idea into a project with a reviewable plan and C.A.P. project note.

Create accurate Mermaid diagrams in Obsidian. Covers all diagram types with syntax, examples, and common pitfalls. Use when generating any Mermaid code block or when the user mentions diagrams, flowcharts, mindmaps, sequence diagrams, gantt charts, or any other visualization. For flowcharts, use top-down layout by default.

Fetch and summarize any content (URL, PDF, local file, audio/video) into a structured Markdown note with completeness verification. Supports three depth levels: Quick (skim), Standard (default), and Deep (paper-grade analysis with critical review). Automatically detects content type and adjusts workflow. Triggers: "note summary", "summarize", "read paper", "paper reading", "summarize this", "skim", "deep read", "精读"

Automatically reorganize, clean up and deduplicate the DeepOrbit vault. Enforces root directory hygiene, fixes orphan notes, empty folders, and overlapping taxonomies.

Consolidates text blobs into the DeepOrbit vault structure (Areas + Wiki)

Convert PDF documents to high-fidelity Markdown with checkpointed page and section coverage verification. Use when the user asks to convert, transcribe, extract, or preserve a PDF as Markdown, especially for papers containing formulas, tables, figures, or multi-column layouts.

Automatically summarize all newly added or modified Markdown files within a given time period (default target directories 00-90), generating a periodic recap report.

Safely update DeepOrbitPrompt.md in the user's vault when the DeepOrbit repo has a new version. Detects user customizations via diff and offers merge options instead of blindly overwriting. Triggers: "refresh prompt", "update prompt", "sync prompt", "upgrade deeporbit"

Plan and execute checkpointed deep research for technologies, concepts, papers, or complex questions. Use when the user asks for deep research, a literature review, evidence synthesis, or a durable research note in their DeepOrbit vault.

Translate Markdown documents to a target language with checkpointed completeness, glossary consistency, and structural verification. Use when the user asks to translate Markdown, notes, documentation, or long structured text while preserving code, links, math, wikilinks, and formatting.

Translate documents smartly. Accepts a URL or a PDF file as input. Detects if it is an arXiv URL or paper. If yes, runs do.arxiv-translator. If it is a standard PDF, runs do.pdf-to-markdown followed by do.translate-markdown.

Professional writing support for the user's own words. Three service levels (polish / restructure / developmental edit), voice calibration from their past writing, editor's notes that teach, and an anti-slop checklist. Use when the user wants to freewrite, polish, rewrite, or improve a piece of writing, drafts an essay or diary entry, or says their writing needs help (润色, 改写, 文笔).

Open or reveal Markdown notes in Obsidian with portable fallbacks. Use after creating or modifying a note, when the user asks to open a vault file, or when another DeepOrbit workflow needs to present its output.

Build, refresh, inspect, or repair DeepOrbit's machine-local search indexes. Use when notes were synced or moved, retrieval is stale, the user asks to rebuild RAG, or DeepOrbit reports an index problem.

Retrieve relevant context from a DeepOrbit Obsidian vault using self-refreshing local lexical search and optional semantic RAG. Use when answering from prior notes, recalling a project, finding related research, or grounding another DeepOrbit workflow.

Perform fast lexical, filename, property, or phrase search across a DeepOrbit vault. Use for exact names, identifiers, tags, error text, regex-like lookup intent, or when semantic retrieval is unnecessary or unavailable.