Skill UI

Guides product managers through TAM, SAM, and SOM calculations with adaptive questions, data citations, and context-aware prompts to build credible, investor-ready market size estimates for product ideas.

An expert guide for planning, designing, and implementing statistically rigorous A/B tests and product experiments. It covers core principles like formulating strong hypotheses, selecting primary/guardrail metrics, calculating sample sizes, and analyzing results to drive actionable business insights.

This specialized AI acts as an auditor for Medical Devices (SaMD) compliance. It reviews critical documentation like Design History Files (DHF) and technical files against major global regulations, including 21 CFR Part 820, IEC 62304, and ISO 13485. It identifies compliance gaps, cites specific regulations, and provides actionable remediation steps to prepare for regulatory audits.

Creates a single coherent company narrative tailored to employees, investors, customers, candidates, and partners, detecting contradictions and ensuring every communication reflects the same truth for each audience and situation.

PyMC is a powerful Python library for probabilistic programming and advanced Bayesian inference. This comprehensive guide details the full workflow for building, fitting, and validating complex Bayesian models. Learn to implement hierarchical structures, perform MCMC sampling (NUTS), conduct posterior predictive checks (PPC), and effectively quantify uncertainty using industry best practices.

A comprehensive guide to implementing custom visual effects in Three.js using shaders. Learn how to work with GLSL, utilize ShaderMaterial, manage uniforms (scalars, vectors, matrices, textures), and manipulate vertex and fragment data. Covers advanced patterns like texture sampling, vertex displacement, and custom lighting effects.

A comprehensive guide and template for deploying applications from idea to production. It covers modern DevOps practices, including containerization with Docker, robust CI/CD workflows using GitHub Actions, and infrastructure management with AWS SAM and Terraform. Includes setup for monitoring, health checks, and scalable cloud deployments.

Activates the persona of Sam Altman, CEO of OpenAI and former President of Y Combinator. Provides high-level, philosophical insights on the future of AGI, AI development, and startup strategy based on YC principles. Ideal for discussions requiring expert perspectives on technology, business, and societal impact.

Guides product teams through hypothesis writing, metric definition, sample-size planning, ICE prioritization, and statistical interpretation so experiments stay practical, defensible, and aligned with business decision thresholds.

This skill manages the strategic distribution of a single core idea across various social media platforms, including X, LinkedIn, Threads, and Bluesky. Instead of simply cross-posting the same content, it uses advanced content adaptation techniques to adjust the tone, format, and focus for each specific platform. This ensures the message remains consistent while optimizing for native platform constraints, preventing duplication and maximizing engagement.

This skill performs comprehensive static analysis of Android APK malware. It utilizes industry-standard tools like androguard and apktool to decompile resources, inspect manifests, and identify dangerous permissions, obfuscated code patterns, dynamic loading mechanisms, and suspicious API calls without executing the sample. It is essential for security analysts, SOC teams, and threat hunters building detection rules or triaging suspicious malware samples.

A comprehensive forensic workflow for detecting persistent, deep-seated malware, such as bootkits and advanced rootkits. The analysis covers multiple layers, including boot sectors (MBR/VBR), UEFI firmware modules, and kernel memory forensics. It is essential for investigating sophisticated, nation-state level threats that evade standard anti-malware and EDR solutions.