Skill UI

This expert skill specializes in comprehensive dependency security analysis, generating Software Bill of Materials (SBOM), and securing the entire software supply chain. It scans project dependencies across multiple ecosystems to identify critical vulnerabilities, assess compliance risks, and provide automated, actionable remediation strategies for modern development environments.

Provides senior-level project management guidance for enterprise software and SaaS transformation initiatives, covering portfolio health, risk quantification, and executive reporting across multi-workstream, high-budget programs.

Automates overnight software development by enforcing TDD through Git hooks so Claude can autonomously build features, refactor code, or fix bugs while blocking commits until every test passes, ensuring production-ready changes by morning.

Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.

Coordinates disciplined red-green-refactor TDD cycles, multi-agent test workflows, and AI-assisted test evolution to ensure comprehensive coverage, fast feedback loops, and aligned quality practices across complex software projects.

Apify Actorization is a process that transforms existing, standalone software or scripts (like CLI tools) into standardized, reusable serverless applications called Actors. Actors are packaged as Docker images, accepting structured JSON inputs and producing structured JSON outputs. This skill guides developers on migrating projects to the Apify platform, ensuring compatibility, and enabling scalable, event-driven data processing pipelines.

Defines and documents Proof of Life probes—lightweight, disposable experiments that test a single risky hypothesis fast so teams learn harsh truth before building production software.

This comprehensive skill guides users through the entire debugging lifecycle, from reproducing elusive bugs to tracing the root cause, implementing permanent fixes, and preventing future regressions. It covers advanced techniques like binary search, time travel debugging, and handling common patterns such as race conditions and null values, ensuring professional and systematic troubleshooting for any production issue.

Turns the assistant into an expert auditor for SaMD and medical device software compliance, reviewing DHFs, protocols, and infrastructure against Part 820, IEC 62304, and related standards while offering severity-tagged findings and corrective guidance.

Provides 139 proven marketing approaches for SaaS and software products, guiding users to match ideas to their stage, resources, and goals with actionable start steps and outcome expectations.

Leverages Monte Carlo-based simulation to spot potential software vulnerabilities by feeding randomized inputs into modules, tracking failure likelihoods, and highlighting risky code paths for security testing.

Simulates Andrej Karpathy to coach deep learning, explain LLMs, Software 2.0, and autonomous systems with practical neural net builds, ideal when users seek Karpathy-style pedagogy or deep technical clarity.