Trace call paths and search symbols to understand unfamiliar codebases.
npx skills add https://github.com/anortham/miller --skill explore-codebase-anortham
Please help me install this Agent Skill. Skill: explore-codebase Source: https://github.com/anortham/miller/tree/main/.claude/skills/explore-codebase Command: npx skills add https://github.com/anortham/miller --skill explore-codebase-anortham
Autonomously explore unfamiliar codebases using semantic search, symbol navigation, and call path tracing to form a mental model without reading entire files.
Ask to explore this codebase to understand architecture or core components.
High-intent search queries and answers about installing and using this skill.
Use semantic search and symbol navigation to explore codebase structure without reading entire files. The Skill applies fast_search, get_symbols, and fast_explore to map core components, call paths, and execution flow across languages, forming a mental model efficiently.
Yes. trace_call_path traces execution across languages, and fast_refs locates references throughout the codebase. This enables you to follow function calls and data flow regardless of which languages your project uses.
Symbol navigation and fast_search perform semantic search to find components by intent, while trace_call_path maps execution flow between them. This targets top-down, feature, and bug-investigation patterns while minimizing tokens.
Semantic search combined with symbol navigation and call-path tracing let you form an accurate mental model through guided exploration. The Skill prioritizes token efficiency and supports multiple exploration patterns—top-down feature discovery, bug tracing, and code-health analysis.
Yes. The Skill supports code-health and bug-investigation patterns alongside feature exploration. Use fast_refs and trace_call_path to identify problem areas and trace their impact across the codebase.
Yes. fast_refs and trace_call_path map component interactions and dependencies. Combined with semantic search and symbol navigation, they reveal how features flow through the architecture.
joshka0Analyze codebases for symbols, complexity, diffs, security findings, and imports.
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