When to activate: KPI, metrics, OKR, dashboard, leading indicator, lagging indicator, measurement framework, performance tracking, north…
When to activate: product analytics, funnel analysis, cohort analysis, retention curves, DAU WAU MAU, activation metrics, event tracking…
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…
Use for measurement rigor in 《南开管理评论》 (Nankai Business Review) survey studies — reliability (Cronbach's α, composite reliability)…
Deep integration with media monitoring platforms for coverage tracking, sentiment analysis, and reporting
Build and debug multi-stage AI media pipelines.
Review clinical documentation and assigned codes for accuracy, compliance, and optimization, identifying documentation improvement…
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
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
Append a structured event to a consumer's semantic memory log
Initialize a new MemPalace — guided setup for your AI memory palace with ChromaDB backend.
Investigate source-code bugs, incidents, regressions, production issues, and failures to root cause with Memtrace symbol search, impact…
Alpha scouting workflow using Messari x402.
Use when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics…