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Research AI Skills

Discover Research skills, compare source repositories and read the instructions for each workflow.

Categories: Research

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GitHub

signal-amplifier

Kingly-Agency

Tune into weak signals across the information landscape. Find what is being sensed but not yet seen. Use when feeling something important but unclear, when researching new domains, or when information feels cha...

GitHub

flow-capture

Kingly-Agency

Capture streams of consciousness, tangential thoughts, and hyperfocus output. Extract signal from noise. Use when ideas are flowing faster than they can be organized, or when returning to raw notes/thoughts tha...

GitHub

idea-crystallizer

Kingly-Agency

Transform raw creative output into MVP-ready structures without losing essential weirdness. Find the executable core in sprawling ideas. Use when having abundant ideas but needing to ship something.

GitHub

momentum-anchor

Kingly-Agency

Create rich resumption points when hyperfocus breaks. Capture energy state, not just tasks. Use at the end of work sessions, when interrupted, or when sensing focus shifting.

GitHub

guardrail-generator

Kingly-Agency

Create flexible boundaries for projects - not rules or requirements, but bumpers that guide without constraining. Use when starting projects, when feeling overwhelmed by possibilities, or when needing structure...

GitHub

context-constellation

Kingly-Agency

Map non-linear connections across files, thoughts, and projects. Reveal hidden patterns in seemingly unrelated work. Use when feeling scattered, when working across multiple domains, or when sensing connections...

GitHub

repomix-prompt-packet

Kingly-Agency

Use when creating AI-optimized repository snapshots paired with sophisticated prompts for LLM consumption. Combines repomix configuration selection with prompt engineering to generate complete "prompt packets"...

GitHub

codifier

Kingly-Agency

Use when user needs to convert project documentation (websites, GitHub repos, PDFs) into Claude skills. Triggers on "create a skill from docs", "codify documentation", "convert [framework] docs to skill", or "m...

GitHub

pattern-resonance

Kingly-Agency

Surface patterns across data, notes, code, and thoughts. Reveal what is already sensed but not yet articulated. Use when feeling "something here" but unable to pinpoint it, or when reviewing accumulated work.

GitHub

shell-method-scenario-planning

Kingly-Agency

Navigate strategic uncertainty through multiple plausible future scenarios rather than single-point forecasting. Developed at Royal Dutch Shell, this framework replaces single-point predictions with 2-4 rich na...

GitHub

jupyter

Ming-Kai-LC

Specialized assistant for working with Jupyter notebooks (.ipynb files). Use for analyzing, editing, debugging, or executing code in notebooks. Helps with data analysis, machine learning, deep learning, data vi...

GitHub

crossvit-covid19-fyp

Ming-Kai-LC

Complete context for TAR UMT Data Science FYP implementing CrossViT for COVID-19 chest X-ray classification. Use when working on Jupyter notebooks, code implementation, data analysis, model training, or any tas...

GitHub

tar-umt-fyp-rds

Ming-Kai-LC

Comprehensive guide for TAR UMT Data Science (RDS) students completing their Final Year Project. Use when RDS students need help with (1) understanding FYP processes and requirements, (2) structuring FYP report...

GitHub

skill-writer

Ming-Kai-LC

Expert guide for creating Claude Code skills. Use when asked to create a skill, write a SKILL.md file, or teach about skill creation. Provides templates, best practices, and validation guidance for personal, pr...

GitHub

tar-umt-academic-writing

Ming-Kai-LC

Academic writing assistance for TAR UMT students focusing on APA referencing, plagiarism prevention, and Turnitin report interpretation. Use when students need help with (1) formatting APA citations and referen...

GitHub

fyp-jupyter

Ming-Kai-LC

Complete data science research workflow for Jupyter notebooks covering CRISP-DM methodology from data loading through model validation, with MLflow experiment tracking integration, phase-based workflow guidance...

GitHub

fyp-statistical-validator

Ming-Kai-LC

Automate statistical validation, hypothesis testing, and confidence interval calculations required by TAR UMT thesis standards and top ML research conferences. Use when you need to (1) calculate 95% confidence...

GitHub

copal-engineering-loop

royisme

Use when implementing features with structured TDD workflow, task tracking via todo.json, and engineering best practices.

GitHub

bioinformatics-experiment

dakesan

This skill should be used when conducting bioinformatics research, planning experiments, running analyses, or managing scientific projects. Triggers include requests like "研究を始める", "実験する", "新しい実験...

GitHub

google-apps-script

Fsyong90

Google Apps Script documentation, guides, and API reference for automating Google Workspace applications

GitHub

seatalk-api

Fsyong90

Use this skill when working with Seatalk (Sea's enterprise messaging platform) integrations, bot development, group chat automation, or messaging APIs.

GitHub

obsidian-editing

Fsyong90

Expert guidance on Obsidian markdown syntax, editing features, and formatting. Use when helping with Obsidian note-taking, formatting, or markdown syntax.

GitHub

frontend-dev-guidelines

bcl1713

Frontend development guidelines for React/TypeScript with Next.js and Tailwind CSS. Modern patterns including Suspense, lazy loading, file organization with features directory, Tailwind styling, performance opt...

GitHub

xcstrings-localizer

chadpod

Localize Xcode .xcstrings files. Use when the user asks to "localize", "translate strings", "add translations", or mentions .xcstrings files. Supports scoped translation by file, folder, target, or string patte...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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