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Use Cases

OpenClaw Use Cases

Real OpenClaw usage scenarios collected from X, covering personal workflows, team collaboration, operations, and automation.

Total Cases

50

Current Page

5 / 5

Data Source

X / Twitter

Case 41Live

Excel Skill – Instant Data Extraction

Drop any spreadsheet → auto-parses and generates report.

Open on X
Case 42Live

Parallel Sub-Agents

Main bot spawns multiple child agents that work on different parts simultaneously; parent polls status.

Open on X
Case 43Live

Low-Cost Semantic Browser Snapshot

Instead of screenshots, uses ARIA tree text representation → token cost reduced 10×+.

Open on X
Case 44Live

Shell Whitelist Security

Only allows safe commands (jq, grep, etc.); blocks redirection, subshells, dangerous ops.

Open on X
Case 45Live

Automatic Context Compression

When conversation gets too long, key facts are automatically saved to MEMORY.md → long memory preserved.

Open on X
Case 46Live

OAuth Direct Paid Model Access

Use your own Claude/GPT subscription directly — no extra API keys needed.

Open on X
Case 47Live

Custom Flight Booking Agent

Input preferences (time, cabin, airline) → instantly creates a personalized booking agent.

Open on X
Case 48Live

Self-Learning + Error Logger

Every new skill learned is logged to learning.log and errors to error.log → gets smarter over time.

Open on X
Case 49Live

Cisco Skill Scanner Integration

Auto-scans third-party skills for security; forked version now dedicated for OpenClaw.

Open on X
Case 50Live

Deploy Apps via Telegram

Just say “deploy this project” in chat → auto git pull, build, deploy.

Open on X

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