Skill UI

Pysam offers Python bindings to htslib for reading and writing SAM/BAM/CRAM alignments, VCF/BCF variants, and FASTA/FASTQ sequences, enabling coverage stats, pileup analysis, variant queries, and seamless integration into NGS pipelines.

This skill runs the ScholarEval framework to score academic submissions across problem setting, methodology, data, analysis, writing, and references, providing structured strengths/weaknesses, numeric ratings, and guidance for visualizing the evaluation.

This skill provides a comprehensive framework for performing end-to-end UI testing and verification on Android emulators. It guides users through systematic processes including device calibration, UI element discovery using uiautomator, performing complex interactions (tap, swipe, input), and robust reporting via visual screenshots and logcat analysis. Ideal for ensuring the stability and functional correctness of React Native or native Android applications.

This comprehensive tool utilizes specialized Apify Actors to analyze audience demographics, engagement patterns, and behavior data across major social platforms, including Facebook, Instagram, YouTube, and TikTok. It provides structured data extraction and a summarized interpretation of key audience insights, making it invaluable for marketing, content strategy, and market research.

This skill provides a comprehensive framework to scrape, aggregate, and monitor brand reviews, ratings, and mentions from diverse platforms, including Google Maps, Booking.com, TripAdvisor, Facebook, Instagram, YouTube, and TikTok. It allows users to track real-time sentiment and gather structured data for detailed reputation analysis and reporting.

A comprehensive tool designed to discover, verify, and analyze potential influencers across major social media platforms, including Instagram, Facebook, YouTube, and TikTok. It helps brands identify niche creators, assess engagement rates, evaluate audience authenticity, and track performance metrics for successful brand partnerships and campaign planning.

Leverage Apify Actors to discover and track emerging trends across major digital platforms, including Google Trends, Instagram, Facebook, YouTube, and TikTok. This tool gathers comprehensive data points—from viral hashtags and trending sounds to marketplace activity—allowing users to deeply understand consumer behavior and refine their content strategy for optimal market reach.

This skill establishes a rigorous framework for building deep architectural context by performing ultra-granular, line-by-line analysis of code. It applies methodologies like First Principles and 5 Whys to maintain a stable, evolving mental model of the entire system, making it essential for pre-vulnerability security auditing, threat modeling, and complex architecture reviews.

This framework guides users through a pre-mortem analysis, systematically imagining a plan has failed and working backward to identify critical weaknesses. It surfaces underlying assumptions, dependencies, and potential failure points. Ideal for teams before committing significant resources, presenting to investors, or operating under high pressure.

Provides a comprehensive, multi-layered framework for systematic competitor tracking and market intelligence. It guides strategic decisions for CMOs, CROs, and CPOs by facilitating competitive positioning mapping, battlecard creation, win/loss analysis, and feature gap identification. Use it when needing deep market insights or strategic planning against rivals.

A rigorous, blameless framework for conducting post-mortems after major failures, such as missed quarterly targets, failed launches, or poor hires. It guides users through defining the event, applying the 5 Whys to find root causes, distinguishing between contributing factors and core causes, identifying ignored warning signs, and creating actionable, owned change registers to ensure systemic improvement and prevent recurrence.

This agent functions as a Senior Product Manager expert, providing comprehensive support across the entire product lifecycle. It utilizes over 30 proven PM frameworks (e.g., RICE, MoSCoW) and includes 12 templates and 32 essential SaaS metrics with exact formulas. It is designed for structured analysis, assisting with strategy definition, market discovery, roadmap planning, and data-driven decision-making.