Adversarial Prompting

What this skill does

Applies rigorous adversarial analysis to generate, critique, fix, and consolidate solutions for any problem (technical or non-technical). Use when facing complex problems requiring thorough analysis, multiple solution approaches, and validation of proposed fixes before implementation.

Adversarial Prompting is part of the Other Skills category — OpenClaw skills that extend your agent with new capabilities. You can install it on its own or alongside other other skills skills from the OpenClaw catalog.

How to install Adversarial Prompting

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for adversarial-prompting and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add Adversarial Prompting with a single command:

openclaw skills add adversarial-prompting

This pulls adversarial-prompting from ClawHub and installs it into ~/.openclaw/skills/adversarial-prompting/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use Adversarial Prompting

Once installed, Adversarial Prompting activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download .zip button above to grab adversarial-prompting-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/adversarial-prompting/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install Adversarial Prompting?

Install Adversarial Prompting in the OpenClaw Easy desktop app by opening the Skills panel, searching for adversarial-prompting, and clicking Install. From a terminal you can run: openclaw skills add adversarial-prompting. Either way the skill is placed in ~/.openclaw/skills/adversarial-prompting/.

Is Adversarial Prompting free?

Yes. Adversarial Prompting is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.

What does Adversarial Prompting do?

Applies rigorous adversarial analysis to generate, critique, fix, and consolidate solutions for any problem (technical or non-technical). Use when facing complex problems requiring thorough analysis, multiple solution approaches, and validation of proposed fixes before implementation.

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