OpenClaw Setup Guide: AGENTS.md first, then skills, memory and automations

Florian · · ~7 Min. Lesezeit
AI Blog
OpenClaw Setup Guide: AGENTS.md first, then skills, memory and automations

Last updated on March 24, 2026, 7:42 PM

OpenClaw Setup Guide: AGENTS.md first, then skills, memory and automations

If OpenClaw becomes “weird” after a few days, it is rarely the model. Mostly it’s the setup: too many rules in the wrong place, automation too early, unclean roles between files and a memory that is more of a data dump than knowledge. That’s exactly where you burn time, tokens and nerves.

The good news: you can shoot this in one session. This guide shows you a sequence that remains stable in practice - including typical error patterns and clear fixes.

In this article you will learn…

  • why AGENTS.md has to come first (and how short it should stay),
  • how to separate SOUL.md, USER.md, MEMORY.md, TOOLS.md without mess,
  • what the two config layers are all about,
  • how to maintain memory so that OpenClaw remains consistent,
  • how to cleanly standardize header/content workflows as skills,
  • and how to keep the setup clean and maintainable in the long term.

Content overview

  1. The core flaw in most setups
  2. AGENTS.md as an operating system (not as a sticky note)
  3. Separate file roles properly
  4. Understand the two config layers
  5. 6 step setup plan
  6. Practical examples (including commands)
  7. Typical errors: Symptom → Cause → Fix
  8. Before/After: What a good setup feels like
  9. Setup checklist for productive everyday life
  10. Conclusion + outlook + direct OpenClaw CTA

1) The core flaw in most setups

Many people start with the most exciting part: skills, agent chains, cron jobs, integrations. This is understandable – but operationally risky. Without a clear foundation, contradictions arise:

  • The agent sounds different every time,
  • Policies are implemented inconsistently,
  • the same task runs differently depending on the session,
  • and the quality decreases as the context increases.

In short: the setup is “powerful” but not reliable.

Pro Tip: Think of OpenClaw like you think of infrastructure: baseline first, then scaling. Nobody builds auto-scaling rules first and then asks how the system even boots.

2) AGENTS.md is your operating system

AGENTS.md is the file that decides how your agent really works in everyday life. Not theoretically, but operationally.

Here you define bindingly:

  • Which tasks the agent should proactively complete
  • Which actions can only happen with approval
  • Which safety rules are never violated
  • How memory is maintained and prioritized
  • How errors are reported transparently

Why “AGENTS.md first” is so important

If AGENTS.md is weak, later files will need to patch holes. This makes the system brittle. With a clear AGENTS.md, SOUL, USER, MEMORY and skills become amplifiers instead of sources of conflict.

Hard rule from practice: keep it short

Yes, this point from your screens is absolutely correct: keep AGENTS.md compact (rule of thumb: under approx. 300 lines).

The effect is measurable:

  • better rule compliance,
  • less contextual ballast,
  • faster adjustments,
  • fewer “why is he doing it differently now?” moments.

3) Separate file roles: who does what?

The easiest way to lose stability is to mix roles. Therefore clear assignment:

  • SOUL.md: Voice, temperament, communication principles
  • USER.md: User preferences, policies, work style
  • IDENTITY.md: Agent name/role/basic vibe
  • MEMORY.md: curated long-term facts and decisions
  • memory/YYYY-MM-DD.md: Daily logs and fresh learnings
  • TOOLS.md: local environment, paths, operational notes
  • HEARTBEAT.md: Poll behavior and proactive routines

When each file has a clear purpose, your system remains maintainable. If not, you’re debugging discussions between files instead of real problems.

4) The often overlooked lever: Two config layers

A central point from the screens: OpenClaw practically has two levels that you have to mentally separate.

Layer A: Global/Install (runtime basis)

  • Basic installation
  • Built-ins
  • system-wide defaults

Layer B: Workspace (your behavior)

  • AGENTS.md, SOUL.md, USER.md
  • Memory structure
  • Skills, local rules, project logic

Note: Global provides the machine. Workspace determines how it works for you.

If you mix it up, you get ghost bugs (“I changed it – why isn’t anything happening?”).

5) Setup plan in 6 steps (copybar)

Here is a clean setup plan that you can apply straight away.

Step 1: Reduce AGENTS.md to core rules

Formulate 5-10 hard operating rules. No novel, no filler text.

Step 2: Cleanly separate SOUL + USER

SOUL = communication character, USER = concrete preferences/policies.

Step 3: Build memory backbone

  • MEMORY.md for long-lived things
  • daily entries in memory/YYYY-MM-DD.md
  • later compression in memory/knowledge/*

Step 4: Correctly swap out secrets

  • Use .secrets/
  • Set .gitignore strictly
  • never plain text keys in TOOLS.md or blog content

Step 5: Define heartbeats minimally

Just clear trigger logic. No “do something useful”.

Step 6: Now expand skills/automations

Build skills with triggers, guardrails and defined output. Then cron/subagents.

6) Three concrete practical examples (including commands)

Example A: Context drifts, answers become more diffuse

Symptom: Good answers at the beginning, later vague and expensive.
Cause: Too much uncondensed context.
Fix: Check status, compact, separate cleanly.

Helpful commands:

  • openclaw status
  • /status
  • /compact (if available)

Example B: Agent reacts differently than expected in Telegram

Symptom: Tone or behavior does not fit the situation.
Cause: Rules are scattered in several files, priority unclear.
Fix: Prioritize AGENTS.md, streamline SOUL/USER, remove conflicts.

Example C: Recurring content tasks are inconsistent

Symptom: Header look varies, file names and alt texts inconsistent.
Cause: Ad-hoc instead of skill workflow.
Fix: Keep header as a fixed skill with preflight and style reference.

7) Avoid errors: Symptom → Cause → Fix

Error pattern 1: “Setup seems powerful, but fragile”

  • Cause: Overengineering before foundation
  • Fix: Reset order: AGENTS → Role files → Memory → Skills → Automation

Error pattern 2: “I can’t find the rules anymore”

  • Cause: File roles mixed up
  • Fix: One roll per file, hard unmixing

Error pattern 3: “Suddenly everything is centered on old processes, even though your setup has been working differently for a long time”

  • Cause: Old baselines in your head instead of the current status
  • Fix: Always check the active workflow first, then use memory as context

Error pattern 4: “Fear of security during collaboration”

  • Cause: Secrets stored incorrectly
  • Fix: .secrets/ + .gitignore, keys never included in versioned notes

8) Before/After: What a good setup feels like

Before

You have a lot of features, but no predictability. The system looks impressive as long as the task is simple. Consistency breaks down under load or when the topic changes.

After

The setup is quieter. Less magic, more reliability. You get reproducible answers, clearer decisions and significantly fewer correction loops.

9) Setup checklist for productive everyday life

Before you add new skills or automations, do this quick quality check. It takes you five minutes and often saves you hours of debugging.

  1. AGENTS.md is compact and contains only operational rules.
  2. SOUL/USER/IDENTITY are clearly separated and do not contradict each other.
  3. MEMORY.md contains only long-lived information; Day details are in memory/YYYY-MM-DD.md.
  4. HEARTBEAT.md is clearly worded (no vague tasks).
  5. TOOLS.md does not contain secrets in plain text.
  6. Skills have clear triggers, guardrails and defined outputs.
  7. The last two sessions show consistent responses to similar tasks.

If you have “yes” on 6/7 points, your setup is in a very solid range.

10) Conclusion and outlook

OpenClaw doesn’t get better through more features, but through better structure. If AGENTS.md is clear and the roles are clearly separated, the rest scales almost by itself: memory becomes useful, skills become reproducible, automations remain manageable.

The most important sentence of this article remains the same:

AGENTS.md first. Everything else is expansion.

CTA: Ask OpenClaw directly about your own setup

If you want the fastest quality gain, let OpenClaw analyze your setup. For example with:

  • “What is currently my biggest token eater?”

  • “What 3 changes to AGENTS.md immediately improve stability and cost?”

  • “Where do I mix roles between SOUL, USER and MEMORY?”

  • “Which of my automations should I convert into skills?”

This is exactly where you can see whether your setup just looks good – or whether it really works in everyday life.

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