Best OpenClaw Memory Configurations — 2026 Guide

Memory configuration is where good OpenClaw setups diverge from great ones. Here are the patterns that work best across different use cases, tested by power users running OpenClaw daily.

Configuration 1: The Lean Startup Setup

For founders and solopreneurs who want fast session startup and focused context:

# MEMORY.md structure (~300 words max):

## Business Context
- Company: [Your company name] — [one sentence description]
- Current focus: [top priority this quarter]
- Revenue: [current MRR] | Target: [goal]

## Active Projects (last updated: YYYY-MM-DD)
- Project A: [status and next action]
- Project B: [status and next action]

## Key Decisions (last 90 days)
- [date]: [decision made] — [why]

## People
- [Name]: [relationship and context]

## Don't Forget
- [critical context that doesn't fit elsewhere]

Configuration 2: The Developer Setup

For developers with multiple codebases and technical context:

# Split memory by type:

# MEMORY.md — business and relationship context only
# TECH.md — technical context (loaded in coding sessions)
# PROJECTS.md — active project status

# TECH.md example:
## Stack Context
- Frontend: Astro + TypeScript, deployed Vercel
- Backend: Node.js + Railway, PostgreSQL
- Auth: Supabase
- Payments: Stripe (live keys in .env)

## Coding Standards
- Test coverage required for bug fixes
- PR reviews via GitHub Actions
- Deploy to staging before prod always

## Recent Architecture Decisions
- 2026-03: Moved from Vercel Postgres to Railway PostgreSQL
- 2026-02: Adopted Zod for all API validation

Configuration 3: The Agency Setup

For agencies managing multiple clients:

# Client-specific memory files:
# clients/[client-name].md — context, preferences, history

# MEMORY.md stays lean with just meta-context
# Each client file loaded on demand:
"Load context for Client A and help me prepare for their meeting"

Daily Notes Best Practices

# Good daily note format (memory/YYYY-MM-DD.md):

## [Date]
### Decisions
- [specific decision made, why, by whom]

### Issues
- [specific problem encountered, resolution]

### Notes
- [context that might matter later]

## What NOT to log (in AGENTS.md):
- Deploys (in git)
- Completed tasks (in git/CLAUDE.md)
- X posts (in posts.json)
- Routine completions without decisions

Memory Size Optimization

# Check and enforce memory file sizes:
wc -w ~/.openclaw/workspace/MEMORY.md
wc -w ~/.openclaw/workspace/TOOLS.md
wc -w ~/.openclaw/workspace/AGENTS.md
wc -w ~/.openclaw/workspace/SOUL.md

# Target maximums:
# MEMORY.md: 800 words
# TOOLS.md: 1000 words (active content only)
# AGENTS.md: 700 words
# SOUL.md: 500 words

# Archive old memory monthly:
cat ~/.openclaw/workspace/memory/2026-02-*.md > \
  ~/.openclaw/workspace/memory/archive/2026-02-summary.md
# Then write a 200-word summary of February from the monthly notes
rm ~/.openclaw/workspace/memory/2026-02-*.md

Searchable Memory Pattern

# Use consistent tags in memory files for reliable grep:
# [DECISION], [ISSUE], [PERSON], [TOOL], [DEADLINE]

## 2026-03-27
### [DECISION] Chose Railway over Render for backend
Reason: Better PostgreSQL support, more predictable pricing

### [ISSUE] Vercel function timeout on batch operations
Fixed: Moved to background job with Railway worker

# Now your agent can find these easily:
grep -r "\[DECISION\]" ~/.openclaw/workspace/memory/

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