liujiayi3703/scientific-research-skills - Page 2

pua-teardown-all

Use when the user invokes $pua-teardown-all or /pua:teardown-all to stop and clean up all PUA agent activity.

pua-yes

Use when the user invokes $pua-yes or /pua:yes as the alias form for encouragement mode.

research-idea-and-battle

Use when the user wants rigorous AI/ML research ideation, novelty critique, hypothesis stress-testing, reviewer-style pushback, field positioning, research mentorship, or brainstorming. Trigger on phrases like research idea, battle this, is this novel, what…

scansci-pdf

Use when the user wants to download academic papers, search research literature, fetch DOI/arXiv PDFs, export BibTeX/RIS/EndNote citations, batch-download from a DOI list or .bib file, use Sci-Hub/WebVPN/ institutional access, or says "帮我下载论文", "搜索文献",…

Source text: Chinese

sci-figure

Use when the user provides Excel, CSV, or structured data and wants publication-grade scientific figures, charts, plotting, exploratory analysis, statistical annotations, captions, figure export, or a traceable analysis report for a paper, thesis, lab report,…

shared-skill-installer

Use when the user asks to download, install, import, update, or add new AI skills into the shared WPS/desktop Skills library, especially when they mention placing skills in the correct folder, using the inbox, GitHub skill repos, curated skills, .skill…

shot

PUA Shot — v2 原始浓缩版（449行全量注入），拆分前的完整单文件版本，味道最浓。零依赖零 reference，一次性全部注入上下文。适合 sub-agent 注入、需要最强 PUA 效果、或不想渐进式加载的场景。Triggers on: '/pua:shot', '/pua shot', 'PUA浓缩', 'shot mode', '最强PUA', '全量注入'. Also great for injecting into sub-agents via Read tool since it's…

Source text: Mixed languages

slack-gif-creator

Use when the user wants an animated GIF optimized for Slack, including emoji GIFs, message GIFs, looped animations, size constraints, frame-rate tuning, palette reduction, or validation before upload.

smart-explore

Use when exploring a codebase efficiently with structural search, tree-sitter AST parsing, function discovery, symbol lookup, or token-optimized code navigation instead of reading full files.

theme-factory

Use when the user wants to apply or create a visual theme for slides, documents, reports, HTML pages, landing pages, or other artifacts, including color palettes, typography, and reusable style systems.

timeline-report

Use when asked for a timeline report, project history analysis, development journey, full project report, or narrative summary built from memory/timeline observations.

claude-code-plugin-release

Use when releasing or versioning an agent plugin/package, including semantic version bumps, package.json, marketplace or plugin manifests, npm publishing, build verification, git tags, GitHub releases, and changelog updates.

web-access

Use when the user needs internet or browser access: web search, latest/current information,

Source text: Chinese

web-artifacts-builder

Use when creating complex multi-component HTML/web artifacts with React, Tailwind CSS, shadcn/ui, routing, or state management. Do not use for simple single-file HTML or JSX artifacts.

xgboost-lightgbm

Use when the user works with tabular machine learning using XGBoost, LightGBM, gradient boosting decision trees, feature importance, hyperparameter tuning, model validation, leakage checks, or structured-data prediction tasks.

xlsx

Use when a spreadsheet is the primary input or output: .xlsx, .xlsm, .csv, .tsv, formulas, formatting, charts, data cleaning, table restructuring, or file conversion. Trigger when the user references a spreadsheet path/name or wants a spreadsheet deliverable.…