First Day Inside an Unfamiliar Repo

Scan the repository into a knowledge graph and a ranked architecture focus map, then unfold only the files and symbols that matter. Finish by generating onboarding docs and hierarchical AGENTS.md so the next person starts warm.

5 skills

Understand: Codebase Knowledge Graph

Scans a repository and builds an interactive knowledge graph of its architecture, components, and relationships.

Dev & Coding★ 81,394AI score 9/10

Smart Explore

Token-efficient codebase navigation that uses tree-sitter AST parsing to map structure first and only unfold the symbols you actually need.

Dev & Coding★ 90,139AI score 9/10

init-deep — Hierarchical AGENTS.md Knowledge Base Builder

Scans a repository and auto-generates a hierarchical set of AGENTS.md files at the root and in complexity-scored subdirectories.

Dev & Coding★ 67,531AI score 9/10

understand-onboard — New Team Member Onboarding Guide Generator

Turns your project's knowledge graph into a complete onboarding document covering architecture, file map, and complexity hotspots.

Dev & Coding★ 85,847AI score 8/10

Pathfinder (Unified Architecture Mapper)

Maps a codebase into feature-grouped Mermaid flowcharts, hunts duplicated concerns with file:line evidence, and proposes the simplest unified architecture before a refactor.

Dev & Coding★ 90,139AI score 8/10