
Analyze and protect code architecture. Detects circular dependencies and layer violations.
Track token usage and enforce budget limits. Optional skill for cost-conscious projects.
--- name: aeo-failure-patterns description: Recognize common errors and apply known fixes automatically. Hybrid: core patterns + project-specific learning. --- # AEO Failure Patterns **Purpose:** Recognize common errors and apply known fixes automatically. Uses hybrid architecture: core curated patterns + project-specific learned patterns. ## Architecture **Core Patterns (in this SKILL.md):** - 20-30 curated patterns with high-confidence fixes - Portable across projects - Confidence ≥ 0.85 →
Internal code reviewer with veto power. Reviews changes before commit, blocks security issues.
Main AEO skill - calculates confidence scores and decides execution path. Auto-loads on /aeo command.
Validate that tasks are sufficiently defined before execution. Returns score 0-100.
Human-AI interface for when to interrupt and involve humans. Presents clear options and records decisions.