When to activate: north star metric, NSM, input metrics, leading indicators, metric tree, metric framework, product health metric, vanity…
When to activate: product analytics, funnel analysis, cohort analysis, retention curves, DAU WAU MAU, activation metrics, event tracking…
When to activate: product metrics, north star metric, KPIs, retention metrics, engagement metrics, revenue metrics, metric tree…
When to activate: Prometheus, PromQL, metrics, counter, gauge, histogram, summary, scrape, recording rule, remote write, exporter
Configures and evaluates openpilot and Sunnypilot settings and route performance specifically for Mazda vehicles.
Automate Mboum tasks via Rube MCP (Composio).
Use when exploring hyperparameter combinations for ML models, when doing Top-1% push on Kaggle, when grid search is too expensive, or when…
Defines and tracks UX success through metrics, measurement frameworks, and experimentation.
Data-integrity rules for measurement acquisition — NaN discipline (pre-allocated buffers, per-channel consecutive-failure thresholds…
Use for measurement rigor in 《南开管理评论》 (Nankai Business Review) survey studies — reliability (Cronbach's α, composite reliability)…
Build and debug multi-stage AI media pipelines.
Transform a verified raw result bundle or equivalent traceable measurements into reproducible derived tables, metric definitions…
Use when extracting entities and relationships from text, when building dynamic knowledge graphs, when wanting to upgrade from static OKF…
Use to analyze loyalty member behavior, segmentation, and experiment
Comprehensive memory quality review across 6 dimensions: purity, freshness, coverage, clarity, relevance, and structure.
Use when designing, reviewing, or paying for an agent memory system — adding memory to an agent, choosing between long-context / RAG /…
Detects memory issues in PHP code. Finds large arrays in memory, missing generators, memory leaks, unbounded data loading, inefficient…
Memory leak detection and analysis for Node.js, Python, and browsers
Detect potential memory leaks and analyze memory usage patterns in code.
Generate a human-readable Markdown view from a consumer's JSON Lines event log
Comprehensive memory management for agents.