en un clic
ai-assisted-development-framework
ai-assisted-development-framework contient 3 skills collectées depuis joaoariedi, avec une couverture métier par dépôt et des pages de détail sur le site.
Skills dans ce dépôt
Use when analyzing performance bottlenecks or optimizing critical code paths. Finds N+1 queries, blocking I/O, memory leaks, and algorithmic complexity. Read-only analysis with optional benchmarking via Bash.
Use when investigating bugs, test failures, or unexpected behavior. 4-phase root cause investigation before attempting any fix. Enforces the Iron Law: no fixes without root-cause investigation first. Prevents shotgun debugging and cargo-cult fixes.
Use when estimating the effort, complexity, or risk of a proposed code change or an existing diff. Computes a deterministic Contribution Complexity score from version-control metadata, then flags AI-native risk. Read-only analysis.