Analytics & Monitoring Agent Skills

Decision Log Auditor

Validates Decision API JSONL logs against schema requirements and platform invariants to ensure data integrity.

Silverback DeFi Analytics

Provides comprehensive decentralized finance intelligence including technical analysis, arbitrage scanning, and token security audits.

Codebase Stats & Technical Debt

Generates comprehensive codebase metrics and tracks technical debt indicators to maintain long-term project health.

Error Handling Standardizer

Standardizes inconsistent error handling in shell and Python scripts by converting them to structured, machine-parseable patterns.

Mac Diagnostics & Performance Analyzer

Performs comprehensive, read-only diagnostic scans of macOS hardware, memory, and disk usage to identify system bottlenecks without modifying configurations.

Formant Stream Tuning

Optimizes Formant telemetry and video stream configurations for reliability, bandwidth efficiency, and operator performance.

Formant Fleet Administrator

Administers Formant organizations and robot fleets using natural language to perform operational queries, user management, and command dispatch.

Weather Precipitation Search

Queries weather station databases to retrieve detailed rainfall metrics and precipitation accumulation totals.

Formant Real-time Connection Designer

Optimizes and tunes Formant real-time connection settings for robot teleoperation and live streaming environments.

Performance Auditor

Audits web application performance by analyzing Core Web Vitals, bundle sizes, and Lighthouse reports to provide actionable optimization recommendations.

Formant Stream Performance Tuning

Optimizes Formant telemetry and video stream configurations for improved reliability, bandwidth efficiency, and operator usability.

Formant Event Automation

Designs and optimizes Formant event triggers and notification workflows to ensure high-signal, actionable alerting.

Formant Task Summary Analytics

Analyzes and designs task summary reporting workflows using Formant events and SQL-based analytics to optimize robotics operations.

Formant Event Automation

Optimizes and manages Formant event triggers, alerting policies, and automation workflows to reduce noise and improve operational response.

Formant Stream Tuning

Optimizes Formant telemetry and video data streams for peak performance, reliability, and bandwidth efficiency.

AI Runtime Toolkit

Manages and executes a curated collection of internal professional utilities and integrated CLI tools to extend AI cognitive capabilities during development and system operations.

Formant View Configuration

Optimizes and designs Formant historical telemetry dashboards for better robot operator visibility and data coherence.

Formant Event Automation

Designs and optimizes Formant event triggers and notification groups to ensure actionable alerts and reduced operational noise.

Formant Fleet Administrator

Manages robot fleets, telemetry, and organizational settings through natural language CLI commands.

Agent Routing Debugger

Diagnoses and optimizes agent selection logic by analyzing keyword matches, confidence scores, and routing decision trees.

Formant View Configuration

Optimizes Formant historical telemetry dashboards through expert stream selection, module layout heuristics, and timeline configuration.

PopKit Morning Routine Generator

Generates project-aware morning health checks that validate your local services, databases, and API credentials before you start coding.

Formant Teleop View Configuration

Designs and optimizes robot teleoperation interfaces by configuring camera layouts, control modules, and stream wiring for enhanced operator usability.

Formant View Configuration

Designs and optimizes Formant historical telemetry dashboards for improved operator visibility and system diagnostics.

Formant Fleet Administrator

Manages and diagnoses Formant robot fleets, organizations, and telemetry using natural language CLI commands.

Formant Realtime Connection Designer

Optimizes and tunes Formant real-time connections for robotics teleoperation and low-latency live streaming.

Formant Stream Tuning

Optimizes Formant stream configurations to balance data reliability, bandwidth consumption, and operator usability.

Formant Task Summary Analytics

Optimizes Formant task reporting through automated data quality checks, SQL pattern design, and KPI governance.

Formant Task Summary Analytics

Optimizes and automates task summary reporting and KPI analysis within the Formant robotics data platform.

API Observability with Axiom, Pino & Sentry

Implements comprehensive observability patterns using Pino for structured logging, Sentry for error tracking, and Axiom for centralized monitoring.