sirmaelstrom
@sirmaelstrom
Public Skills
prototype
by sirmaelstrom
"Build a throwaway prototype to answer a specific design or logic question before committing. Trigger: 'prototype this', 'spike this', 'try a quick implementation', 'build a quick prototype', or when grilling/spec hits a question that can only be answered by running code. Branches into LOGIC (terminal state-machine exploration) or UI (multiple visual variations toggled on one route). Pairs with handoff for the DIY sub-agent pattern."
eval-loop
by sirmaelstrom
"Run an autonomous Karpathy-style eval loop to improve a skill's quality through measured iteration. Use when the user says 'eval loop', 'karpathy loop', 'improve this skill', 'optimize skill', 'run evals', 'self-improve', or wants to iteratively improve a skill's output quality using automated scoring. Requires the skill to be marked karpathy_eligible in skills.db."