Sliding-window event-frequency monitors that detect anomalous rates - both excessive and insufficient - via configurable thresholds and callbacks. Zero dependencies.
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Updated
Apr 11, 2026 - Python
Sliding-window event-frequency monitors that detect anomalous rates - both excessive and insufficient - via configurable thresholds and callbacks. Zero dependencies.
Your AI assistant hallucinates APIs, breaks dependent files, and weakens tests. 20 skills that prevent this across the full software lifecycle.
Tool-agnostic engineering workflow plugin for AI coding agents. Surface-first change analysis, source-of-truth discipline, Lean/Full modes, phase-gate discipline, evidence-driven delivery. Works with Claude Code, Cursor, Gemini CLI, Windsurf, Codex, Aider, OpenCode.
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