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  4. February 15, 2026

Top Agent Skills for February 15, 2026

Daily rankings of Agent Skills for Claude, ChatGPT & Codex sorted by GitHub stars.

Also explore:Skills Leaderboard•Browse by Category•Browse All Skills
#1
jimmc414

Scientific Hypothesis Generation

Generates testable, evidence-based scientific hypotheses and structured experimental designs from observations or literature.

Data Science & ML
426
#2
getsentry

Code Simplifier

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

Developer Tools
261
#3
getsentry

Security Review

Conducts systematic, confidence-based security audits to identify and remediate exploitable vulnerabilities in code and infrastructure.

Security & Testing
261
#4
getsentry

Django Performance Review

Analyzes and validates Django code to identify high-impact performance bottlenecks like N+1 queries, unbounded querysets, and missing database indexes.

Database Management
261
#5
popup-studio-ai

AI-Native PDCA Lifecycle Manager

Automates the entire Plan-Design-Do-Check-Act cycle for structured AI-native software development and feature orchestration.

Productivity & Workflow
237
#6
popup-studio-ai

Claude Code Mastery & Learning Guide

Educates developers on configuring, automating, and mastering Claude Code through interactive lessons and automated project setup tools.

Learning & Documentation
237
#7
popup-studio-ai

AI Code Reviewer

Automates comprehensive code analysis to detect bugs, security vulnerabilities, and quality issues with actionable feedback.

Security & Testing
237
#8
ReScienceLab

Twitter/X Data Explorer

Retrieves comprehensive data from Twitter/X including user profiles, tweet analytics, and trending topics via twitterapi.io.

Social Media Management
229
#9
ReScienceLab

Reddit Data Connector

Extracts and analyzes Reddit content including posts, comments, subreddits, and user profiles using the public JSON API.

Web Scraping & Data Collection
229
#10
ReScienceLab

Nano Banana AI Image Generator

Generates and edits high-resolution images using Google Gemini 3 Pro Image within the Claude Code environment.

Design Tools
229

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