Research
Research tools and academic skills
3205 skills in this category
Subcategories
researcher
Researches topics in-depth and generates comprehensive summaries and references. Use when trying to deeply understand a topic or use a new framework.
order-daycare-lunch
Manage school lunch ordering for preschool with catered meals. Analyzes menus based on preferences (avoid rice, prefer BBQ and mac & cheese), helps select meals, processes orders from any source (PDF/screenshot/browser/verbal), and generates calendar reminders for days when lunch needs to be packed. Use when discussing school meals, menu selection, or packing lunch.
design-by-contract
Automated contract verification, detection, and remediation across multiple languages using formal preconditions, postconditions, and invariants. This skill provides both reference documentation AND execution capabilities for the full PLAN -> CREATE -> VERIFY -> REMEDIATE workflow.
gui-tools
Provides guidance for installing, configuring, and choosing Git graphical interface clients (GitKraken, Sourcetree, GitHub Desktop) across platforms. Compares features, licensing, and workflows. Troubleshoots graphical tool configuration and setup issues. Use when installing Git graphical clients, setting up Git visualization tools, configuring graphical commit tools, choosing between options, or troubleshooting configuration. Covers Windows, macOS, and Linux. All tools are optional and based on user preference.
text-to-speech
Expert skill for implementing text-to-speech with Kokoro TTS. Covers voice synthesis, audio generation, performance optimization, and secure handling of generated audio for JARVIS voice assistant.
latex-manual
Comprehensive LaTeX reference with commands, templates, and troubleshooting for document typesetting
project-management
研究專案的建立、切換、設定管理。 LOAD THIS SKILL WHEN: 新專案、切換專案、專案設定、paper type、start exploration、convert exploration CAPABILITIES: create_project, list_projects, switch_project, get_current_project, setup_project_interactive, start_exploration, convert_exploration_to_project
law-machine-readable-interpreter
Interprets legal text in regelrecht YAML files and generates machine-readable execution logic with parameters, operations, outputs, and cross-law references. Use when user wants to make a law executable, add machine_readable sections, or interpret legal articles for computational execution.
pg_dump Reference
Consult PostgreSQL's pg_dump implementation for guidance on system catalog queries and schema extraction when implementing pgschema features
literature-review
系統性文獻搜尋、篩選、下載、整理。觸發:文獻回顧、找論文、搜尋文獻、systematic review、literature search、PubMed、找文章、搜paper、review、reference、citation、引用、參考文獻、背景調查、background。
emacs-lisp
Expert guidance for writing professional Emacs Lisp code following thecommunity-driven Emacs Lisp Style Guide by Bozhidar Batsov. Covers layout,naming conventions, syntax preferences, macros, documentation, and best practices.Use this skill when writing Emacs configuration, creating Emacs packages,writing interactive commands, developing major/minor modes, or refactoringEmacs Lisp code.Emphasizes: lexical binding, proper naming, documentation standards, autoloading,and community conventions.
using-serena-symbols
Guidance for using Serena's LSP-powered symbol analysis. Use when exploring codebases, finding symbol definitions, tracing references, or when grep/text search would be imprecise.
memory-documentary
Generate evidence-based documentary reports by searching across all 4 memory systems (Claude-Mem, Forgetful, Serena, DeepWiki), .agents/ artifacts, and GitHub issues. Produces investigative journalism-style analysis with full citation chains.
gherkin-authoring
Gherkin acceptance criteria authoring. Use when writing Given/When/Then scenarios, feature files, or BDD-style specifications. Provides syntax reference, best practices, and Reqnroll integration guidance.
statistics-and-probability-guide
Comprehensive statistics expert covering probability theory, distributions, hypothesis testing, regression, and Bayesian methods
opportunity-mapping
Build Opportunity Solution Trees using Teresa Torres' Continuous Discovery methodology. Structure discovery from outcomes to opportunities to solutions to experiments.
chemistry-lab-techniques-guide
Chemistry expert covering organic, inorganic, physical chemistry, lab safety, and experimental techniques
regulatory-community-analysis-ChIA-PET
This skill performs protein-mediated regulatory community analysis from ChIA-PET datasets and provide a way for visualizing the communities. Use this skill when you have a annotated peak file (in BED format) from ChIA-PET experiment and you want to identify the protein-mediated regulatory community according to the BED and BEDPE file from ChIA-PET.
rpi
Use when implementing features from Jira tickets, PRDs, or user requirements. Orchestrates Research-Plan-Implement workflow with quality gates for hallucination, overengineering, and underengineering detection.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior - IMMEDIATELY enter on first error. Four-phase framework (basic checks, root cause, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions