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Explore codebase and gather context about a topic or area
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Create structured analyses with numbered findings, execution plans, and task materialization
Author a rulebook task spec interactively — research, draft, ask the user clarifying questions, confirm, then create the tasks in rulebook ready for /rulebook-driver. Use when the user wants to plan/spec a feature before implementing.
Spec-driven task management for features and breaking changes with OpenSpec-compatible format
Tool: Anthropic Claude Code CLI (`npm install -g @anthropic-ai/claude-code`)
Behavioral guidelines to reduce common LLM coding mistakes — overcomplication, sloppy refactors, hidden assumptions, weak goals. Use when writing, reviewing, or refactoring code. Auto-applies; invoke explicitly via /karpathy-guidelines or 'follow karpathy discipline'.
Accessibility audit for WCAG compliance and usability
| name | research |
| description | Explore codebase and gather context about a topic or area |
| model | haiku |
| context | fork |
| agent | researcher |
Research the following topic in this codebase: $ARGUMENTS
Steps:
