Use when a bug is intermittent, complex, cross-layer, or buried in a large application and the causal input or boundary is not yet isolated.
Scanned 9/3/2026
Install to Claude Code
npx -y skills add ShugokiFable/Ultimate-AI-Starter-Bundle --skill minimal-reproducer --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: minimal-reproducer
description: Use when a bug is intermittent, complex, cross-layer, or buried in a large application and the causal input or boundary is not yet isolated.
---
# Minimal Reproducer
## Core rule
Reduce the failure until one controlled **variable** explains the difference between working and broken behavior.
Start from the real failing path and build the **smallest** case that can still **reproduce** the symptom. Remove unrelated files, plugins, configuration, data, and timing assumptions one at a time. Preserve the real boundary that may be causal: the actual parser, shell, serializer, protocol, or filesystem behavior.
Once minimal, vary one factor at a time and record the outcome. A reproducer that fails for a different reason is not useful.
Keep the final case as a regression fixture when practical; it should make the bug cheap to understand and impossible to reintroduce silently.
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Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...