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Channels, Messaging and Real-World Integrations

Design and prove a bounded messaging integration: correct identity, deliberate recipient routing, recoverable delivery, human control, and clean offboarding.

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CLI Essentials and Operator Diagnostics

Inspect an OpenClaw instance safely, classify faults with evidence, make one least-change repair, and hand off a reproducible diagnostic record.

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Foundations and Architecture

Map an OpenClaw system, request path, trust boundaries, ownership, and escalation rules before operating it.

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Local Models, Performance and Cost Control

Choose and operate a model route using measured quality, privacy, latency, and cost, with quotas, fallback, regression checks, and review dates.

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Multi-Agent Workflows, Goals and Production Operations

Design accountable multi-agent work with isolated roles, explicit dependencies, bounded durable jobs, review gates, and observable recovery.

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Security Hardening and Threat Boundaries

Threat-model a deployment, constrain identities, secrets, tools, and channels, test controls, and rehearse revocation and response.

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Safe Installation and First Agent

Install OpenClaw in a disposable boundary, verify the gateway and provider, then run and remove one approval-gated first agent.

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Skills, Tools, MCP and Browser Automation

Design, test, and retire one narrowly scoped extension without turning convenience into unchecked authority.

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Troubleshooting, upgrades and recovery

Build the evidence, reversal path, and handoff needed to change an OpenClaw installation without treating hope as a recovery plan.

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