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The Complete OpenClaw Developer Guide
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The Complete OpenClaw Developer Guide

A comprehensive guide to building AI agents with OpenClaw — from installation and first steps to advanced multi-agent orchestration, production deployment.

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  • By Marudi
  • 51 chapters
  • Updated Nov 2, 2026
  • 33 readers

What’s inside

  • Introduction to OpenClaw
  • Core Concepts and Architecture
  • Installation and Environment Setup
  • Your First OpenClaw Agent
  • Configuration Deep Dive
  • Built-in Tools Reference

What is The Complete OpenClaw Developer Guide?

A comprehensive guide to building AI agents with OpenClaw — from installation and first steps to advanced multi-agent orchestration, production deployment, and real-world examples. Covers all features, configuration, tools, patterns, and best practices. Tags: ai, agents, openclaw, development, guide.

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Marudi · markdown · Listed Jun 8, 2026

From the first page

Audience & governance: Public marketplace reference. Maintainer: Marudi. Attribution required; built from openclaw.ai docs, github.com/openclaw/openclaw, and cited community/security sources.

Last updated: 2026-06-14 · Scope of validity: OpenClaw v2026.6.x. Version-pinned facts (CLI flags, config keys, CVE list, model IDs) expire fastest — see Chapter 17 (Currency & Scope) before trusting any version-specific claim.

1. Read this page and the Decision Matrix (Chapter 2). 2. Jump to the chapters the matrix lists for your task. Do not read linearly. 3. Each chapter opens with its own > Load this page when: trigger and is self-contained. 4. Cross-references use chapter numbers within this book and CandleKeep IDs across books.

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Contents

  1. 01The Complete OpenClaw Developer Guidep.1
    1. How to use this bookp.1
    2. Table of Contentsp.1
  2. 02Introduction to OpenClawp.2
    1. What OpenClaw Isp.2
    2. The Problem OpenClaw Solvesp.2
    3. Architecture in One Paragraphp.2
    4. How OpenClaw Differs from Alternativesp.2
    5. Ideal Use Casesp.2
    6. What OpenClaw Is Notp.2
    7. A Quick First Look: Installationp.2
    8. What This Book Coversp.2
    9. +3 more sections
  3. 03Decision Matrixp.3
  4. 04Core Concepts and Architecturep.4
    1. The Single Governing Thesisp.4
    2. The Five Subsystemsp.4
    3. The Network Topologyp.4
    4. Key Abstractionsp.4
    5. The Seven-Stage Execution Loopp.4
    6. The Mental Model: Thinking in OpenClawp.4
    7. Summaryp.4
    8. Next Stepsp.4
  5. 05Installation and Environment Setupp.5
    1. Agent rulesp.5
  6. 06Your First OpenClaw Agentp.6
    1. Prerequisitesp.6
    2. Step 1: Install OpenClawp.6
    3. Step 2: Run the Onboarding Wizardp.6
    4. Step 3: Verify the Gateway Is Runningp.6
    5. Step 4: Inspect Your Default Agent Filesp.6
    6. Step 5: Send Your First Messagep.6
    7. Step 6: Watch the Logsp.6
    8. Step 7: Iterate on Your First Skillp.6
    9. +6 more sections
  7. 07Configuration Deep Divep.7
    1. The Configuration Hierarchyp.7
    2. The Main Config Filep.7
    3. The `agents` Blockp.7
    4. The `channels` Blockp.7
    5. The `bindings` Arrayp.7
    6. The `logging` Blockp.7
    7. Timestamp and Timezone Configurationp.7
    8. Environment Variablesp.7
    9. +6 more sections
  8. 08Built-in Tools Referencep.8
    1. File System Toolsp.8
    2. Web Toolsp.8
    3. Memory Toolsp.8
    4. Agent and Session Toolsp.8
    5. Scheduling Toolp.8
    6. Shell and Package Toolsp.8
    7. Combining Tools Effectivelyp.8
    8. Security Considerations Across All Toolsp.8
    9. +2 more sections
See all 51 parts
  1. 09Building Custom Toolsp.9
    1. Agent rulesp.9
  2. 10Agent Patterns and Workflowsp.10
    1. Sequential Agent Chainsp.10
    2. Passing Context Between Stepsp.10
    3. Branching Logic and Conditional Executionp.10
    4. Retry and Fallback Patternsp.10
    5. Agent Compositionp.10
    6. Workflow Orchestration Patternsp.10
    7. Putting It Together: A Complete Orchestration Examplep.10
    8. Summaryp.10
    9. +1 more section
  3. 11Memory and State Managementp.11
    1. Understanding the Memory Hierarchyp.11
    2. In-Context Memory: Conversation Historyp.11
    3. Compaction: Managing History Growthp.11
    4. Persistent Memory with Vector Storesp.11
    5. State Between Agent Runsp.11
    6. Caching Strategiesp.11
    7. Memory Maintenance: The Dream Processp.11
    8. Debugging Memory and State Issuesp.11
    9. +2 more sections
  4. 12Error Handling and Debuggingp.12
    1. Error Taxonomy in OpenClawp.12
    2. Graceful Degradation Strategiesp.12
    3. Retry with Backoffp.12
    4. Timeout Handlingp.12
    5. Comprehensive Logging Setupp.12
    6. Debugging with Tracesp.12
    7. Common Errors and Their Fixesp.12
    8. Summaryp.12
    9. +1 more section
  5. 13Multi-Agent Systemsp.13
    1. Agent rulesp.13
  6. 14Production Deploymentp.14
    1. Agent rulesp.14
  7. 15Advanced Patternsp.15
    1. Self-Reflection and Self-Critique Loopsp.15
    2. RAG Integration for Knowledge Retrievalp.15
    3. Planning Agentsp.15
    4. Dynamic Tool Selectionp.15
    5. Agentic Loops with Termination Conditionsp.15
    6. Combining the Patterns: A Research Agentp.15
    7. Summaryp.15
    8. Next Stepsp.15
  8. 16Real-World Use Cases and Complete Examplesp.16
    1. Row and column countp.16
    2. Quick null checkp.16
    3. Numeric summary (requires awk)p.16
    4. Data Analysis Reportp.16
    5. Data Qualityp.16
    6. Executive Summaryp.16
    7. Descriptive Statisticsp.16
    8. Anomaliesp.16
    9. +2 more sections
  9. 17Support Bot — Operating Instructionsp.17
    1. Response Protocolp.17
    2. Escalation Protocolp.17
    3. Escalation Handoff Formatp.17
    4. Hard Policyp.17
    5. Tone Rulesp.17
  10. 18Product Knowledge Skillp.18
    1. Documentation Sourcesp.18
    2. Confidence Assessmentp.18
    3. Common Question Categoriesp.18
    4. Response Formatp.18
  11. 19Escalation Log — 2026-06-08p.19
    1. 09:14 — @user_alicep.19
    2. 11:32 — @user_bobp.19
  12. 20Start the Gateway daemonp.20
  13. 21Stop a running Gatewayp.21
  14. 22Restart (applies config changes without clearing sessions)p.22
  15. 23Check whether the Gateway is running and on which portp.23
  16. 24Launch in development mode (verbose, hot-reload)p.24
  17. 25Open the browser-based Debug UIp.25
  18. 26Run the interactive onboarding wizard (recommended for first install)p.26
  19. 27Re-run setup for workspace bootstrap files onlyp.27
  20. 28Open the Control UI dashboard in the default browserp.28
  21. 29List all configured agentsp.29
  22. 30Create a new agentp.30
  23. 31Show current configuration for an agentp.31
  24. 32Dump the full runtime state of an agent (model, skills, memory)p.32
  25. 33Check whether an agent is active and responsivep.33
  26. 34Set a configuration value for an agentp.34
  27. 35Examplesp.35
  28. 36List connected channels and their statusp.36
  29. 37Reconnect a channel that has dropped (e.g., after WhatsApp QR expiry)p.37
  30. 38Example: reconnect WhatsAppp.38
  31. 39Install a skill from ClawHubp.39
  32. 40List installed skillsp.40
  33. 41Enable a pluginp.41
  34. 42Disable a pluginp.42
  35. 43Example: enable the OpenProse multi-agent pluginp.43
  36. 44Follow live log output (human-readable)p.44
  37. 45Follow with structured JSON outputp.45
  38. 46Show timestamps in local timep.46
  39. 47Show logs with both flagsp.47
  40. 48Diagnose common configuration problemsp.48
  41. 49Diagnose and auto-fix common problemsp.49
  42. 50Run a full pre-deployment security auditp.50
  43. 51Send a test message to an agent directly (useful in dev mode)p.51