Decision-Grade Reasoning (DGR)

What this skill does

Audit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).

Decision-Grade Reasoning (DGR) is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.

How to install Decision-Grade Reasoning (DGR)

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 dgr 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 Decision-Grade Reasoning (DGR) with a single command:

openclaw skills add dgr

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

How to use Decision-Grade Reasoning (DGR)

Once installed, Decision-Grade Reasoning (DGR) 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 dgr-1.0.4.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/dgr/ (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 Decision-Grade Reasoning (DGR)?

Install Decision-Grade Reasoning (DGR) in the OpenClaw Easy desktop app by opening the Skills panel, searching for dgr, and clicking Install. From a terminal you can run: openclaw skills add dgr. Either way the skill is placed in ~/.openclaw/skills/dgr/.

Is Decision-Grade Reasoning (DGR) free?

Yes. Decision-Grade Reasoning (DGR) 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 Decision-Grade Reasoning (DGR) do?

Audit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).

Related: more developer tools skills

If Decision-Grade Reasoning (DGR) looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

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