Sliding-window event-frequency monitors that detect anomalous rates - both excessive and insufficient - via configurable thresholds and callbacks. Zero dependencies.
-
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.
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.
Your AI assistant hallucinates APIs, breaks dependent files, and weakens tests. 20 skills that prevent this across the full software lifecycle.
Add a description, image, and links to the tool-agnostic topic page so that developers can more easily learn about it.
To associate your repository with the tool-agnostic topic, visit your repo's landing page and select "manage topics."