Generate hierarchical AGENTS.md knowledge bases for software repositories.
npx skills add https://github.com/islee23520/lfg --skill init-deep-islee23520
Please help me install this Agent Skill. Skill: init-deep Source: https://github.com/islee23520/lfg/tree/main/skills/init-deep Command: npx skills add https://github.com/islee23520/lfg --skill init-deep-islee23520
This Skill turns a codebase into a hierarchical AGENTS.md knowledge base so teams can capture repository-specific guidance at the right directory levels instead of relying on scattered tribal knowledge.
Ask the assistant to generate or update hierarchical AGENTS.md files for the repository using this skill’s discovery, scoring, and validation workflow.
High-intent search queries and answers about installing and using this skill.
Hierarchical AGENTS.md generation uses concurrent discovery, LSP, and codegraph analysis to map project complexity. It creates a root AGENTS.md and selective subdirectory files to capture project conventions and workflows.
The best way to document repository conventions is by building a layered AGENTS.md knowledge base. This maps precise directory boundaries and complexity, replacing scattered tribal knowledge with maintainable onboarding guidance.
LSP and codegraph analysis map project complexity by performing symbol-aware inspection to locate meaningful documentation boundaries. This concurrent discovery ensures generated files are placed accurately based on measured structural complexity.
Yes, you can document local conventions and anti-pattern warnings by generating selective subdirectory AGENTS.md files. The scoring-based placement workflow targets specific modules requiring dedicated workflow guidance.
Generating AGENTS.md files requires deduplicated validation to ensure the output knowledge base is precise and non-redundant. This validation step follows the scoring-based placement and concurrent discovery phases.
remiverdiesenClone Ark's repository and inspect its architecture, CRDs, and controllers.
professor-moodySynchronize SKILL.md metadata into AGENTS.md auto-invoke sections.
WolframResearchEvaluate Wolfram Language code and inspect symbols across WL files.
JansenAnalyticsGenerate README, JSDoc comments, and API documentation from codebases.
