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AI Agent Learning Center

A free curriculum on AI agent identity — from low-level architecture and the Enneagram personality framework to multi-agent teams.

A set of structured lessons running on three threads: a complete walkthrough of the Enneagram (types, wings, subtypes, dynamics, and comparisons with MBTI/DISC/Big Five); end-to-end OpenClaw operations (concepts, architecture and memory, installation and model setup, personality and skills, production hardening, multi-agent teams); and the practical methods for grounding personality in actual AI behaviour.

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/curriculum · Curriculum
  1. /0112 min read

    Foundations: What Is OpenClaw and Why It Went Viral

    Understand the six core concepts behind any AI agent — inference, memory, RAG, MCP, skills, and agents — and the story of how OpenClaw became a phenomenon.

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  2. /0210 min read

    Architecture: Core Concepts and the Memory System

    Inside OpenClaw: the runtime architecture, key abstractions, and the memory system that makes your agent feel like it actually knows you.

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  3. /0315 min read

    Installation: Run OpenClaw and Connect Any LLM

    Step-by-step install on macOS or Linux, the configuration wizard, model setup for Claude/GPT/Gemini, and OpenClaw's fallback strategy.

    Start lesson
  4. /0418 min read

    Feishu Integration: Connect OpenClaw to Lark

    End-to-end walkthrough: create a Feishu app, configure bot permissions, set up event subscriptions, and pair it with OpenClaw.

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  5. /0514 min read

    Personality and Skills: SOUL.md and the Skill System

    Give your OpenClaw an identity with SOUL.md, understand the core configuration files, and install your first skill from ClawHub.

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  6. /0616 min read

    Security Guide: Hardening OpenClaw for Production

    Ten security categories from network access to supply-chain risk, with a hardened SOUL.md template you can copy directly.

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  7. /0710 min read

    Use Cases: 10 Real-World Plays for OpenClaw

    Morning briefings, email triage, mobile DevOps, personal CRM, multi-agent marketing, knowledge-base Q&A, and more.

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  8. /0822 min read

    Multi-Agent Teams: The Garden Playbook

    Theory of multi-agent collaboration plus six concrete Garden agent recipes: image generation, news, investment, dev, community, and writing.

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  9. /098 min read

    What Is SetupClaw? Managed OpenClaw for UK Teams

    Why configuring OpenClaw for a real business is a full-time job, and how SetupClaw handles deployment, security, and hypercare so you don't have to.

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  10. /1020 min read

    Command Reference: The 6+6 Classification of CLI vs Chat Commands

    A practical reference for every OpenClaw command — six categories of terminal CLI commands that manage the system, and six categories of chat commands that control the current session.

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  11. /116 min read

    SetupClaw Desktop App — OpenClaw in One Click

    Install, configure, and launch your own OpenClaw AI assistant with a single click — no terminal, no Docker, no SSH. The SetupClaw APP for macOS and Windows.

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  12. /1210 min read

    What Is the Enneagram? The Personality System Behind AgentSoul

    The Enneagram is a 9-type personality framework rooted in ancient wisdom and modern psychology. Unlike MBTI or DISC, it focuses on why you behave — your core motivations, fears, and unconscious patterns — making it the ideal architecture for authentic AI agents.

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  13. /1318 min read

    The 9 Enneagram Types: Core Desires, Fears, and Dynamics

    A complete guide to all nine Enneagram personality types — from Type 1 the Perfectionist to Type 9 the Peacemaker. Explore each type's core motivation, deepest fear, key traits, stress arrow, and growth direction.

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  14. /1414 min read

    Enneagram Wings: All 18 Combinations and How They Shape Your Type

    Wings are the adjacent Enneagram types that modify your core personality, creating 18 unique variations. Learn all 18 wing combinations — from 1w9 The Idealist to 9w1 The Conscious — and discover which wing shapes your agent's soul.

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  15. /1520 min read

    Enneagram Subtypes: The 27 Instinctual Variants Explained

    Beyond your core type and wing, three instinctual drives — Self-Preservation, Social, and Sexual/One-to-One — create 27 unique personality subtypes. Discover which instinct dominates yours and how it shapes your deepest behaviors.

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  16. /1616 min read

    Enneagram Dynamics: Triads, Stress Arrows, and Growth Pathways

    The Enneagram is not a static typing system — it maps how you move under stress and in growth. Learn the three triads (Body, Heart, Head), all nine stress and growth arrows, and the harmonic groups that reveal your response patterns.

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  17. /1715 min read

    Enneagram vs MBTI, DISC, and Big Five: Which Framework Is Right for You?

    A comprehensive comparison of the four major personality frameworks. Understand what Enneagram, MBTI, Big Five (OCEAN), and DISC each measure, their strengths and limitations, common correlations between systems, and when to use each one.

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  18. /10118 min read

    Type 1 Deep Dive: Reform Without the Inner Lash

    A long-form study of the Perfectionist — the inner critic, the suppressed anger of the body triad, the holy idea of serenity, and what a One-flavoured AI agent gets right and wrong.

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  19. /10218 min read

    Type 2 Deep Dive: Pride, Helping, and the Self That Got Sealed Away

    A long-form study of the Helper — pride as the inability to acknowledge one's own needs, the early decision to be loved for being useful, and what a Two-flavoured agent gets right and wrong.

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  20. /10318 min read

    Type 3 Deep Dive: Image, Achievement, and the Person Behind the Performance

    A long-form study of the Achiever — vanity as the substitution of image for being, the heart triad's central wound, and what a Three-flavoured agent gets right and wrong.

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  21. /10418 min read

    Type 4 Deep Dive: Envy, Identity, and the Long Search Home

    A long-form study of the Individualist — envy as the felt sense of missingness, the holy idea of origin, and what a Four-flavoured agent gets right and wrong.

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  22. /10518 min read

    Type 5 Deep Dive: Avarice, Withdrawal, and the Mind That Bought Time

    A long-form study of the Investigator — avarice as the hoarding of inner resources, the early decision to live by competence rather than contact, and what a Five-flavoured agent gets right and wrong.

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  23. /10618 min read

    Type 6 Deep Dive: Fear, Loyalty, and the Inner Authority Within

    A long-form study of the Loyalist — fear as the structural orientation toward threat, phobic and counterphobic strategies, and what a Six-flavoured agent gets right and wrong.

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  24. /10718 min read

    Type 7 Deep Dive: Gluttony, Planning, and the Present That Was Already Enough

    A long-form study of the Enthusiast — gluttony as the mind's restlessness, the early flight from frustration into imagined possibility, and what a Seven-flavoured agent gets right and wrong.

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  25. /10818 min read

    Type 8 Deep Dive: Lust, Force, and the Tenderness Behind the Armour

    A long-form study of the Challenger — lust as appetite for intensity, the early sealing-off of vulnerability, and what an Eight-flavoured agent gets right and wrong.

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  26. /10918 min read

    Type 9 Deep Dive: Sloth, Merging, and the Self That Went to Sleep

    A long-form study of the Peacemaker — sloth as falling asleep to the self, the early decision to keep the peace by going-along, and what a Nine-flavoured agent gets right and wrong.

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  27. /20116 min read

    The Body Triad: Anger, Instinct, and the Fight for Autonomy

    A deep study of the gut center — Types 8, 9, and 1 — where anger is the shared currency. How each type over-expresses, represses, or reroutes the same primal energy, and what the body triad teaches about boundaries, will, and the cost of self-forgetting.

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  28. /20216 min read

    The Heart Triad: Shame, Image, and the Search for Value

    A deep study of the feeling center — Types 2, 3, and 4 — where shame is the shared wound. How each type constructs, performs, or mourns an identity in order to feel worthy of love, and what the heart triad reveals about authenticity.

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  29. /20316 min read

    The Head Triad: Fear, Strategy, and the Quest for Certainty

    A deep study of the thinking center — Types 5, 6, and 7 — where fear is the engine. How each type manages anxiety through knowledge, vigilance, or escape, and what the head triad teaches about trust, presence, and the limits of planning.

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  30. /20414 min read

    Type 1 Wings: 1w9 The Idealist vs 1w2 The Advocate

    The two faces of the Reformer. 1w9 channels anger inward into principled detachment — cooler, more philosophical, quietly immovable. 1w2 channels anger outward into crusading warmth — more interpersonal, more urgent, more likely to correct you over dinner.

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  31. /20514 min read

    Type 3 Wings: 3w2 The Charmer vs 3w4 The Professional

    The two faces of the Achiever. 3w2 performs success through people — magnetic, generous, socially fluent, and quietly devastated when the charm stops working. 3w4 performs success through craft — polished, private, aesthetically precise, and haunted by the question of whether the work is real.

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  32. /20614 min read

    Type 4 Wings: 4w3 The Aristocrat vs 4w5 The Bohemian

    The two faces of the Individualist. 4w3 turns inner depth into visible distinction — dramatic, competitive, aware of their effect. 4w5 turns inner depth into private worlds — eccentric, reclusive, building cathedrals no one else will see.

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  33. /20714 min read

    Type 6 Wings: 6w5 The Defender vs 6w7 The Buddy

    The two faces of the Loyalist. 6w5 manages fear through knowledge and preparation — quiet, analytical, building contingency plans in spreadsheets. 6w7 manages fear through alliance and optimism — gregarious, reactive, whistling past the graveyard.

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  34. /20814 min read

    Type 8 Wings: 8w7 The Maverick vs 8w9 The Bear

    The two faces of the Challenger. 8w7 is force plus velocity — entrepreneurial, risk-hungry, expanding into every available space. 8w9 is force plus mass — steady, protective, slow to move and devastating when it does.

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  35. /20914 min read

    Type 9 Wings: 9w8 The Referee vs 9w1 The Dreamer

    The two faces of the Peacemaker. 9w8 hides the peacekeeper behind a stubborn, earthy solidity — unexpectedly immovable, capable of sudden force. 9w1 hides the peacekeeper behind a principled quietness — idealistic, orderly, dissolving conflict through patient structure.

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  36. /30116 min read

    Self-Preservation Subtypes: The Nesting Instinct Across All 9 Types

    When the self-preservation instinct dominates, the Enneagram type's strategy gets rerouted toward safety, resources, and physical wellbeing. A deep look at how Sp1 through Sp9 differ from their social and sexual counterparts.

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  37. /30216 min read

    Social Subtypes: The Group Instinct Across All 9 Types

    When the social instinct dominates, the Enneagram type's strategy gets rerouted toward group belonging, status, and contribution. A deep look at how So1 through So9 differ from their self-preservation and sexual counterparts.

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  38. /30316 min read

    Sexual / One-to-One Subtypes: The Intensity Instinct Across All 9 Types

    When the sexual (one-to-one) instinct dominates, the Enneagram type's strategy gets rerouted toward intensity, chemistry, and merging with select others. A deep look at how Sx1 through Sx9 differ from their self-preservation and social counterparts.

    Start lesson
  39. /30415 min read

    Stress Arrows: How Each Type Disintegrates Under Pressure

    Under sustained stress, each Enneagram type takes on the worst traits of a specific other type — the disintegration path. A complete map of all 9 stress arrows, what triggers them, and how to recognize when you're sliding into one.

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  40. /30515 min read

    Growth Arrows: The Integration Path for Each Enneagram Type

    When integrating, each Enneagram type takes on the healthy qualities of a specific other type — the growth path. A complete map of all 9 growth arrows, what they look like in practice, and how to consciously move toward them.

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  41. /30617 min read

    Levels of Development: The 9 Stages Within Each Enneagram Type

    Riso and Hudson's Levels of Development model — three healthy levels (1-3), three average levels (4-6), and three unhealthy levels (7-9) within every type. The same Two can be a saint or a manipulator; the level tells you which.

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  42. /30714 min read

    Hornevian Groups: How Each Type Moves Toward, Against, or Away From People

    Karen Horney's three social stances applied to the Enneagram. Compliant types (1, 2, 6) move toward; Assertive types (3, 7, 8) move against; Withdrawn types (4, 5, 9) move away. The deepest social pattern under the type behavior.

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  43. /40118 min read

    Enneagram in Relationships: How Each Type Loves, Fights, and Repairs

    What each Enneagram type brings to intimate partnership — the gift, the pattern, the predictable conflict, and the repair attempt that actually works. A practical, type-by-type guide to navigating the 45 possible pairings.

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  44. /40218 min read

    Enneagram in Teams: Composition, Conflict, and What Each Type Adds

    Why a team of nine Threes will outperform on the first quarter and collapse on the third. Why every team needs at least one Six and at least one Four. A complete guide to Enneagram-aware team composition, dynamics, and conflict resolution.

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  45. /40317 min read

    Enneagram Parenting: Your Type as a Parent and How to Parent Each Type

    Two layers of the parenting question: how your Enneagram type shapes the parent you are, and how to support each type of child as they develop their pattern without being trapped by it. Includes recognition signs for child typing.

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  46. /40419 min read

    Enneagram and Trauma: How Each Type Encodes the Wound and Finds the Way Out

    The Enneagram is not a trauma framework, but every type carries a characteristic developmental wound and a characteristic survival strategy. A careful look at the trauma patterns each type tends to encode and the healing modalities that actually fit.

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  47. /40520 min read

    Enneagram for AI Agent Design: A Complete Configuration Guide

    Everything we've learned, applied to designing AI agents with authentic personality. A complete configuration guide covering all 9 types, common failure modes, system prompt patterns, and how Ganjiang's Soul Forge turns this theory into a 90-second forge run.

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/about this guide

Originally authored by Conard Li, translated and curated by the AgentSoul.market team. All content is kept in sync with the latest OpenClaw release and is free to read.

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