Guides the agent through adding tests to the fargv project using the three-tier test system. Use whenever the user says "add a test", "write a test for", "add this to test_spec", or describes a bug and wants it regression-tested. The skill determines the correct tier, file, and style, and enforces the Tier-3 protection rule.
Enforces and evolves the coding philosophy of a Python or C++ project via a MANIFESTO.md file. Use this skill whenever the user wants to: audit code against project standards, enforce naming conventions or design patterns, check compliance of a function/file/module/project with its principles, improve code to better match the MANIFESTO, or revise the MANIFESTO itself to reflect actual code evolution. Trigger on phrases like "check compliance", "enforce standards", "does this follow our manifesto", "audit this code", "update the manifesto", "revise our principles", "commissar", "commisar", "what are our conventions", "does this follow our style", or any request to align code with documented project philosophy. Works for Python and C++ projects.
Simulates a panel of virtual users reviewing Python/C++/JS project APIs, docs, and code. Use whenever the user wants to: run a focus group on an API or module, add or propose virtual users, audit code/docs from a user's perspective, simulate user reactions, check how accessible an interface is to different skill levels, or maintain VIRTUAL_USERS.md. Trigger on phrases like "focus group", "virtual users", "how would a biologist see this", "user perspective", "add a virtual user", "run the focus group", "what would Alice think", "discuss this as users", or any request to evaluate code/docs through the lens of realistic end-users. Companion to commisar: is aware of MANIFESTO.md but focuses on user-facing perspective rather than internal code philosophy.