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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

rust-blockchain-dev

liuchengxu

Rust and blockchain development conventions including formatting (inline string interpolation), imports organization, checked arithmetic, error handling, unsafe code patterns, and documentation. Use for any Rus...

GitHub

python-library-review

learntocloud

Deep dive review of Python file - fetches official docs, searches best practices, audits all usages in codebase. Use when user says "review file", "review this file", or "analyze this code" on a .py file. This...

GitHub

debug-progression

learntocloud

Debug progression issues: locked content, missing badges, streak resets. Use when investigating why phase is locked, badge not awarded, or streak was lost.

GitHub

validate-changes

learntocloud

Run ruff lint, ruff format, ty type-check, start the API, smoke test endpoints, then kill the API. Use after editing Python files to catch errors before commit.

GitHub

review-comments

learntocloud

Review and clean up code comments - remove redundant, obvious, outdated, or incorrect comments while preserving valuable documentation. Use when user says "review comments" on any code file.

GitHub

claude-a11y-audit

SwitchbackTech

Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.

GitHub

codex-a11y-audit

SwitchbackTech

Use when reviewing UI diffs, accessibility audits, or flaky UI tests to catch a11y regressions, semantic issues, keyboard/focus problems, and to recommend minimal fixes plus role-based test selectors.

GitHub

doc-numbering

ltjed

Automatically number new markdown documentation files in the docs/ folder using a sequential numbering system (e.g., 00_, 01_, 02_).

GitHub

nextflow-development

anthropics

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core,...

GitHub

scientific-problem-selection

anthropics

This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a...

GitHub

clinical-trial-protocol-skill

anthropics

Generate clinical trial protocols for medical devices or drugs. This skill should be used when users say "Create a clinical trial protocol", "Generate protocol for [device/drug]", "Help me design a clinical stu...

GitHub

single-cell-rna-qc

anthropics

Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering lo...

GitHub

instrument-data-to-allotrope

anthropics

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS sys...

GitHub

scvi-tools

anthropics

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq mul...

GitHub

prompt-optimize

YYH211

Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "opti...

GitHub

dry-refactoring

YYH211

Guides systematic code refactoring following the DRY (Don't Repeat Yourself) principle. Use when user asks to eliminate code duplication, refactor repetitive code, apply DRY principle, or mentions code smells l...

GitHub

daily-ai-news

YYH211

Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 't...

GitHub

create-skill-file

YYH211

Guides Claude in creating well-structured SKILL.md files following best practices. Provides clear guidelines for naming, structure, and content organization to make skills easy to discover and execute.

GitHub

fastgpt-workflow-generator

YYH211

Generates production-ready FastGPT workflow JSON from natural language requirements. Uses AI-powered semantic template matching from built-in workflows (document translation, sales training, resume screening, f...

GitHub

frontend-design

YYH211

Creates unique, production-grade frontend interfaces with exceptional design quality. Use when user asks to build web components, pages, materials, posters, or applications (e.g., websites, landing pages, dashb...

GitHub

council-router

namastexlabs

Route code reviews to appropriate council members. Use when reviewing PRs, architecture decisions, or significant code changes that need expert perspective.

GitHub

here-be-git

intellectronica

Initialise a git repository with optional agent commit instructions and .gitignore. Use when users say "here be git", "init git", "initialise git", or otherwise indicate they want to set up version control in t...

GitHub

ray-so-code-snippet

intellectronica

Generate beautiful code snippet images using ray.so. This skill should be used when the user asks to create a code image, code screenshot, code snippet image, or wants to make their code look pretty for sharing...

GitHub

anki-connect

intellectronica

This skill is for interacting with Anki through AnkiConnect, and should be used whenever a user asks to interact with Anki, including to read or modify decks, notes, cards, models, media, or sync operations.

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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