productivity▌

Search the FPF knowledge base and display hypothesis details with assurance information.

Systematically identify, measure, and manage technical debt to make informed decisions about code quality investments.

Develop efficient gRPC services using Protocol Buffers for service definition, with support for unary calls, client streaming, server streaming, and bidirectional streaming patterns.

ln-629-lifecycle-auditor

This command is a core part of maintaining a living assurance case. It keeps your FPF knowledge base (.fpf/) in sync with the evolving reality of your project's codebase.

Pymoo is a comprehensive Python framework for optimization with emphasis on multi-objective problems. Solve single and multi-objective optimization using state-of-the-art algorithms (NSGA-II/III, MOEA/D), benchmark problems (ZDT, DTLZ), customizable genetic operators, and multi-criteria decision making methods. Excels at finding trade-off solutions (Pareto fronts) for problems with conflicting objectives.

Transform technical work (pull requests, commit histories, feature implementations) into compelling narratives that resonate with different audiences—whether preparing hackathon demos, writing technical blog posts, or creating marketing content.

cheerio-parsing

ln-742-precommit-setup

This skill provides guidance for writing CSP-compatible Alpine.js components in Hyvä themes. Alpine CSP is a specialized Alpine.js build that operates without the unsafe-eval CSP directive, which is required for PCI-DSS 4.0 compliance on payment-related pages (mandatory from April 1, 2025).