Generation No native equivalent

generate_claude_md

Generates CLAUDE.md from indexed codebase. Project structure, entry points, conventions, commonly used symbols.

What it does

Generates a CLAUDE.md file — the standard onboarding document for AI coding assistants. Synthesizes from the indexed codebase: project structure, key entry points, important conventions, commonly used symbols, and development workflow notes.

For teams adopting AI-assisted development, CLAUDE.md is the single most important file to maintain. generate_claude_md creates a first draft automatically.

No native equivalent — requires understanding the codebase semantically, not just listing files.

Benchmark note

This benchmark compares CodeSift against the closest practical native workflow an agent would use for the same task. For some tools, that baseline is a direct shell equivalent such as rg or find. For AST-aware, graph-aware, and LSP-backed tools, the baseline is a multi-step workflow rather than a strictly identical command. Results should be read as agent-workflow comparisons: token cost, call count, and practical context efficiency.