Extracts an AST-aware structural skeleton of a source file (preserves imports, interfaces, types, and function/method signatures while stripping implementation bodies) to slash token consumption by up to 85%.

Surgically extracts only the exact implementation of a named function, class, method, or interface along with top-level imports, omitting the rest of the file to save tokens.

Filters and compresses verbose test runs, build logs, and compiler outputs (Jest, Vitest, tsc, cargo) to extract only the root-cause failures and actionable file locations, discarding passing suites and noise.

Analyzes the line count and estimated LLM token weight of a source file, providing actionable recommendations to avoid context saturation.