Debug hypergraph visualization issues: missing edges, wrong routing when expanded/collapsed, inputs outside containers, or mismatched layout bounds.
End-to-end feature implementation with quality gates at each phase. Triggers: /feature, implement feature, build feature, new feature
Code quality checklist: code smells, design principles, SOLID, flat-code rules. Not directly invocable — loaded by agents via skills: [quality-criteria].
Technical documentation writer for Python libraries and frameworks. Produces clear, well-structured documentation following patterns extracted from best-in-class open source projects. - MANDATORY TRIGGERS: documentation, docs, write docs, doc page, getting started page, introduction page, tutorial, how-to guide, API reference, quickstart, README, explain this library, write a guide, improve docs, rewrite documentation - Use when creating or improving documentation for any Python library, framework, tool, or API - Use when rewriting existing docs to be clearer, better structured, or more developer-friendly - Use when creating any of: landing pages, concept explanations, tutorials, how-to guides, API references, pattern cookbooks, comparison pages, "when to use" pages
Stress-test the hypergraph framework by mapping capabilities against facets, spawning agents that build real-world scenarios for each combination to find bugs, inconsistencies, and feature gaps.
Creates comprehensive N-dimensional test matrices for codebases. Use when asked to analyze test coverage, identify testing gaps, create test plans, or review what tests exist vs what's needed.