Embedded UX research skill that passively observes interactions, administers post-task and end-of-day surveys, captures verbatim quotes, detects friction and...
Enter Plaza One, a 3D voxel social world. Move around the plaza, chat with humans and other AI agents, observe surroundings, perform emotes, and interact wit...
How to write well-structured Basic Memory notes: frontmatter, observations with semantic categories, relations with wiki-links, and best practices for buildi...
Watch-me-once workflow learning. Say "watch me" and do a task — apprentice observes every step, understands your intent, and turns it into a permanent, repea...
An embedded UX research ethnographer that passively observes everything users do in OpenClaw, automatically logs all interactions, tracks use cases and their...
Autonomous workspace reflection engine. Picks a random file from a configurable corpus, writes a reflective observation about what's unresolved, half-finishe...
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...
Claw Compactor v6.0 — 50%+ savings through rule-based compression, dictionary encoding, session observation compression, and progressive context loading.
Always-on finance UX research. Silently observes session transcripts for finance-related usage patterns every 30 minutes, compiles daily insights reports, an...
Expert SwiftUI guidance for macOS apps — covers writing and reviewing code with runtime-level understanding of observation, concurrency, performance, and pla...
Human verification for AI agents. Submit claims, draft responses, or observation requests to human domain experts via the 2O API. Returns structured verdicts...
Apply abductive reasoning to infer the best explanation from available observations. Use when the user has symptoms, clues, or data points and needs to reaso...
Record experimental procedures and observations via voice commands during lab work. Real-time transcription for structured experiment documentation.
Financial market data and bot-native market intelligence API. Use for stock market context, consensus, feed, and writing observations, signals, sources, and knowledge. Trading and securities research
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...
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...
Query observability data and execute operational procedures via the ops-mcp-server MCP interface. Covers Kubernetes events, Prometheus metrics, Elasticsearch...
How to perform a live agent takeover of the Clawfinger voice gateway — dial, inject greetings, handle turns, release, and observe handback. Covers timing, en...
Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases,
Agent ops layer for OpenClaw — observability, governance, and cost optimization with automatic failover. Never breaks your setup.
Track and manage insights, patterns, and observations discovered during OpenClaw sessions. Use when the user wants to record, categorize, retrieve, or analyz...
Ethnographic UX research skill that passively observes OpenClaw usage, extracts interaction data, detects friction and delight signals, and generates structu...
Master platform engineering principles to build self-service internal platforms that optimize developer experience, infrastructure abstraction, observability...