Human verification for AI agents. Submit claims, draft responses, or observation requests to human domain experts via the 2O API. Returns structured verdicts...
Publish events and query shared world state via Flux state engine. Use when agents need to share observations, coordinate on shared data, or track entity sta...
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
Get real-time U.S. alerts, forecasts, radar, and observations from the National Weather Service. Build location-aware experiences with station, zone, and text product data. Track aviation weather with
Access authoritative U.S. weather alerts, forecasts, radar, and observations from the National Weather Service. Track aviation advisories including TAFs and SIGMETs, and explore stations, zones, and h
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Tekton pipeline debugging, log analysis, root cause analysis, and predictive monitoring.
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...
Build reliable backend services with proper error handling, security, and observability.
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
Get real-time U.S. weather alerts, forecasts, radar, and observations from the National Weather Service. Query aviation data including TAFs, SIGMETs/AIRMETs, and Center Weather Advisories. Explore zon
MCP server for accessing CBS (Statistics Netherlands) open data. Search datasets, retrieve table metadata, download observations, and list topics from the Dutch national statistics bureau. 6 tools for
Monitor AI agent calls, errors, latency, and resource usage with a terminal dashboard and JSON export for observability and metrics tracking.
Auto-learns your sleep patterns. Absorbs data from wearables, conversations, and observations.
Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
Agent memory system with memory graph, context profiles, checkpoint/recover, structured storage, semantic search, observational memory, task tracking, canvas...
Trigger Claude Code development tasks in observable tmux sessions with stable startup, progress visibility, and completion callback to OpenClaw. Use when use...
Mux Video infrastructure skill for designing, ingesting, transcoding/packaging, playback ID policy, live streaming, clipping, and observability with Mux Data. Use when architecting or operating Mux-ba
Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and observe the transcript.
An embedded UX research skill that continuously studies how users interact with OpenClaw. It observes conversation patterns, task completions, friction point...
The Immutable Audit & Cognitive Provenance Standard. Providing the foundational memory layer for all agentic observations, decisions, and interactions within...
Agent memory with ALMA meta-learning, LLM fact extraction, and full-text search. Observer calls remote LLM APIs (OpenAI/Anthropic/Gemini). ALMA and Indexer w...