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Install in OpenClaw
/install nm-imbue-justify
Description
Audits changes for additive bias and Iron Law compliance
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install nm-imbue-justify - After installation, invoke the skill by name or use
/nm-imbue-justify - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the "justify" skill for auditing software changes for additive bias and compliance with the Iron Law.
- Audits code changes for additive bias, scoring several signals such as line ratio, new files, test logic changes, new abstractions, and workaround patterns.
- Checks for Iron Law compliance by verifying that test logic was only changed if requirements changed.
- Provides a step-by-step audit protocol with recommended tooling and scoring methodology.
- Guides users through minimal intervention analysis and invariant impact assessment for each change.
- Encourages generation of a structured Justification Report before merging changes.
Metadata
Frequently Asked Questions
What is Nm Imbue Justify?
Audits changes for additive bias and Iron Law compliance. It is an AI Agent Skill for Claude Code / OpenClaw, with 11 downloads so far.
How do I install Nm Imbue Justify?
Run "/install nm-imbue-justify" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Nm Imbue Justify free?
Yes, Nm Imbue Justify is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Nm Imbue Justify support?
Nm Imbue Justify is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Nm Imbue Justify?
It is built and maintained by athola (@athola); the current version is v1.0.0.
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