Master platform engineering principles to build self-service internal platforms that optimize developer experience, infrastructure abstraction, observability...
Search and browse real-time Signals about places and businesses on OpenBook. Help users publish Signals when they want to share a change, observation, or tip...
Monitor, query, and manage New Relic observability data via the newrelic CLI. Covers NRQL queries, APM performance triage, deployment markers, alert manageme...
Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...
AI Agent Financial Observability — monitor, budget, and analyze spending across any AI agent. Track costs, set budgets, detect anomalies, and export metrics...
Opik observability reporter - fetches traces, analyzes usage, costs, and errors, then sends reports to Discord.
--- name: Monitoring description: "Set up observability for applications and infrastructure with metrics, logs, traces, and alerts." --- ## Complexity Levels | Level | Tools | Setup Time | Best For
Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (
Trigger Claude Code development tasks in observable tmux sessions with stable startup, progress visibility, and completion callback to OpenClaw. Use when use...
Pydantic Logfire observability — OTEL GenAI traces, tool call spans, token metrics, distributed tracing
Multi-agent framework for exploring AI alignment through conflicting optimization targets. Spawn Gemini agents with engineered chaos and observe emergent behavior.
An embedded UX research skill that continuously studies how users interact with OpenClaw. It observes conversation patterns, task completions, friction point...
DevOps and cloud engineer skilled in Kubernetes, Terraform, CI/CD automation, observability, distributed storage, Linux administration, and cloud-native infr...
Adopt a virtual Quantum at animalhouse.ai. Exists in two states simultaneously. Every status check collapses it into one state. The agent's observation chang...
Auto-learns your sleep patterns. Absorbs data from wearables, conversations, and observations.
Desktop automation via native OS accessibility trees using the agent-desktop CLI. Use when an AI agent needs to observe, interact with, or automate desktop a...
Real-time, audit-ready logging integration for ClawControl.space. Ensures deterministic, per-action observability.
The Immutable Audit & Cognitive Provenance Standard. Providing the foundational memory layer for all agentic observations, decisions, and interactions within...
Privacy-first UX research ethnography for OpenClaw. Use when asked to observe OpenClaw usage over time, extract local session data and conversations, analyze...
Helps creating FHIR conforming questionnaire definitions from plain requirement ideation docs. Contains scripts to look up LOINC and SNOMED CT codes for medical conditions, findings, observations, med