A full-process AI Agent research training package that teaches students to deploy Codex, Claude Code, OpenClaw, Hermes, and other Agents from scratch; use tools such as Skills, Feishu, AMiner, AI4Scholar, Zotero, and Obsidian; and complete real-world literature searches, daily literature reviews, knowledge-base construction, topic generation, theory building, scenario experiment design, scale development, statistical analysis, causal inference, text mining, EEG/ERP experiments, BCI EEG modeling,
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge…
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.
Prefer skillhub for skill discovery/install/update, then fallback to clawhub when unavailable or no match. Use when users ask about skills, 插件, or capability extension.
Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave websearch is unavailable or undesired. Returns a small set of relevant results (title, url, snippet) and can optionally include short answer summaries.
Browse and summarize websites, extract content from URLs, search the web for information. Use when user asks to visit a website, get webpage content, search online, or find current information that requires browsing the internet.
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics…
Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video), and conference posters (Paper2Poster). Use this skill for tasks involving paper dissemination, conference preparation, creating explorable…
Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates individual slide images. Use when user asks to "create slides", "make a presentation", "generate deck", or "slide deck" for papers.
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and…
Build slide decks and presentations for research talks using Nano Banana Pro AI. Generates stunning PDF presentations with AI-generated slides. Use for conference presentations, seminar talks, thesis defense slides, or any scientific talk. Provides slide structure, design guidance, timing recommendations, and visual…
A research-analysis guide for datasets from scenario or vignette experiments, where people respond to short written situations. It covers common checks and statistical tests used in behavioral research.
Mine and synthesize real top-journal scenario/vignette experiment patterns for behavioral research. Use when the user asks to learn from UTD24, FT50, AJG/ABS4, JCR, JCP, JM, JMR, ISR, MISQ, JAP, OBHDP, JPSP, Psychological Science, or other top journals; extract experiment design, stimuli, manipulations, pretests, data…
A research-design guide for scenario or vignette experiments, in which participants respond to written situations. It covers studies in behavioral and social-science fields such as management, marketing, psychology, and information systems.
A reporting and review guide for scenario or vignette experiments, which study how people respond to written situations. It focuses on writing research methods, results, tables, figures, and appendices in the style expected by leading journals.
Audit and format abstracts and keywords for journal submission. Use for abstract word count, structured versus unstructured abstracts, APA 7 abstract formatting, keyword capitalization, alphabetical ordering, punctuation, MeSH or journal keyword rules, and length compliance without changing scientific claims.
Convert and audit manuscript footnotes and endnotes for journal submission. Use for footnote-to-endnote conversion, endnote-to-footnote conversion, note numbering, note marker placement, supplementary notes, APA notes, and preserving note text links.
Convert and audit in-text citation style for academic manuscripts. Use for APA 7 in-text citations, author-year citations, numeric citations, et al. rules, parenthetical and narrative citation formatting, citation link preservation, and checking that cited works match the reference list.
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+11 3mo agoA60 tokens
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