
精读文献。快速泛读请用paper-quick-read。
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields
Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems.
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Pattern for progressively refining context retrieval to solve the subagent context problem
Directly convert Notion pages to Obsidian-friendly Markdown using MCP fetch and local processing. Use this skill when you need to migrate specific Notion pages identified by URL or ID into the local Obsidian vault, ensuring LaTeX normalization, image localization, and property-to-frontmatter mapping.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions "deck," "slides," "presentation," or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Write technical documentation, guides, blog posts, tutorials, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
A comprehensive verification system for Claude Code sessions.
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research
Intelligently organize and categorize Markdown notes within an Obsidian vault. This skill leverages Obsidian MCP tools to analyze the vault's current folder structure and note content, ensuring new or misplaced notes are moved to their most contextually appropriate locations (e.g., PARA, Zettelkasten, or custom taxonomies).
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
# Obsidian Semantic Search Search Obsidian vault notes by conceptual meaning, not just keywords. Builds a local embedding index over all vault notes (per-section chunking), then performs cosine similarity search at query time. ## When to Use - User asks a fuzzy/conceptual question about their own notes ("What papers discuss exploration in RL?") - Keyword search (`mcp__obsidian__search_notes`) returns too many or too few results - User wants to find notes related to a concept without knowing e
泛读:快速分析Zotero库中的文献,单轮LLM生成摘要级Markdown报告,并上传为Zotero Note。深度精读请用paper-deep-reader。
Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.
Expert 10x engineer with comprehensive knowledge of web development, internet protocols, and web standards. Use when working with HTML, CSS, JavaScript, web APIs, HTTP/HTTPS, web security, performance optimization, accessibility, or any web/internet concepts. Specializes in translating web terminology accurately and implementing modern web standards across frontend and backend development.
# Skill: Academic Grant Writer A high-fidelity drafting agent for academic research proposals and grant applications. This skill excels at converting sparse technical requirements into dense, logically rigorous, and formatted academic prose that meets specific word count and structural constraints. ## Logic & Persona - **Persona**: Senior Robotics & AI Professor. - **Tone**: Academic, objective, critical, and precise. - **Constraints**: - Strictly follow "Total-Part-Total" (总分总) structure
Patterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.
Distills a raw, text-based discussion (e.g., meeting notes, user-AI conversations in Markdown) into one or more structured, permanent 'evergreen' knowledge notes.
Perform three-way cross-validation of a research paper by comparing the original paper text (via Zotero), official code implementation (via Git), and personal Obsidian notes. Use this skill whenever the user wants to "audit a paper", "verify paper claims against code", "cross-check notes with implementation", "triangulate paper + code + notes", "find discrepancies between paper and code", or mentions wanting a deep, structured comparison of a paper's claims against its implementation and their own notes. Also trigger when the user asks to "analyze this paper thoroughly" with code available, or when they want to systematically reconcile what the paper says, what the code does, and what their notes claim.
Convert any file to Markdown using Microsoft MarkItDown. Use this skill whenever the user needs to extract text from PDFs, Word documents, Excel spreadsheets, PowerPoints, EPUBs, images, audio, HTML pages, CSV, JSON, XML, ZIP archives, Jupyter notebooks, Outlook .msg files, or any other document format. Also use it when the user asks to "convert to markdown", "extract text from", "read this file as text", or mentions specific file formats they want turned into readable markdown. This skill runs in the conda jarvis environment with markitdown v0.1.6b2.
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when you have a spec or requirements for a multi-step task, before touching code
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.
Automatically generates a 1-page weekly progress report PPTX based on Obsidian daily notes. Trigger this skill on Saturdays. It (1) Identifies the date range from last Saturday to this Saturday, (2) Reads daily notes from '50 Archive/Daily Notes/' and extracts only research (科研) and project (项目) related content, (3) Fills exactly ONE slide with '本周进展' and '下周计划', (4) Never touches the slide master or header area (name lives in the master), and (5) Saves to '00 Inbox/UserName_YYYY_MMDD_MMDD_week_report.pptx'.
Discover recent arXiv papers matching a research profile and generate Obsidian-compatible Markdown notes. Use this skill when the user wants to find new papers, refresh their literature inbox, or search arXiv based on their interests.
Autonomously scans specific directories (00, 10, 20, 30) in an Obsidian vault, analyzes note content, and intelligently merges AI-generated YAML frontmatter (tags, summary, aliases) into the notes.
泛读:快速概览Zotero库中的文献,单轮LLM生成摘要级Markdown报告,并上传为Zotero Note。深度精读请用paper-deep-reader。
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.