1amageek

Extract and navigate a compact structural map and implementation-risk signals for a codebase with the skltn CLI, including declarations, signatures, inheritance, source ranges, parser-range-derived implementation fingerprints, and project-context heuristics. Use when exploring architecture, locating symbols, reviewing an unfamiliar repository, working within a known SwiftPM target, triaging likely stubs or fake wiring, or planning changes across files or modules. Treat the output only as a navigation aid; read the original implementation, relevant callers, and behavioral tests before judging behavior, changing code, or reporting completion.

Delegate coding tasks to Claude Code CLI with a strict workflow: clarify scope, present explicit cautions before implementation, run Claude for implementation, then perform mandatory post-implementation verification (diff review, targeted tests, and regression checks). Use when the user wants Claude Code to implement changes instead of direct manual edits.