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Nm Imbue Latent Space Engineering

by athola · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install nm-imbue-latent-space-engineering
Description
Shape agent behavior through instruction framing, emotional priming, and style transfer rather than information density alone
Usage Guidance
This skill appears to be a pure prompt-engineering guide and is largely coherent with its stated purpose, but do the following before installing: (1) Fix or confirm the config path mismatch — the registry/SKILL.md expect night-market.modules/*.md while the bundle contains modules/*.md; if the agent loader looks for the wrong path the modules may not be loaded. (2) When using style-gene-transfer, avoid pasting real secrets, private keys, or copyrighted source as exemplars — that can accidentally propagate sensitive data. (3) If you dispatch competitive multi-agent reviews, enforce the suggested safeguards (require evidence citations, weight findings by severity) to avoid gaming or inflated reports. (4) If you need higher assurance, ask the author to correct the metadata paths and provide a short README explaining how modules are loaded by the target agent runtime. Given the path inconsistency and these workflow risks, proceed only after addressing or accepting these caveats.
Capability Analysis
Type: OpenClaw Skill Name: nm-imbue-latent-space-engineering Version: 1.0.0 The skill bundle contains purely methodological instructions for prompt engineering, focusing on techniques like emotional framing, style transfer, and competitive review to improve agent performance. There is no executable code, no network activity, and no evidence of malicious intent or prompt injection attacks in SKILL.md or the associated modules.
Capability Assessment
Purpose & Capability
The skill is an instruction-only prompt-engineering module and the included module files (modules/*.md) match the stated purpose. However the declared required config paths in the registry and SKILL.md metadata are night-market.modules/emotional-framing.md, etc., while the actual files are under modules/*.md. That path mismatch is an inconsistency that could break loading or cause the agent to attempt to fetch absent resources. Other declared metadata (version in SKILL.md vs registry) also differs slightly.
Instruction Scope
Instructions are limited to prompting patterns (emotional framing, style exemplar injection, competitive review) and do not instruct access to system files, environment variables, or external endpoints. Two functional risks remain: (1) style-gene-transfer encourages injecting exemplar snippets — if the agent/user sources those from private code or configuration, secrets or copyrighted material could be copied into outputs; (2) competitive framing can create incentive pressure that leads reviewers/agents to inflate findings unless the provided anti-pattern mitigations (evidence citation, weighting) are followed. The instructions themselves do not perform exfiltration, but they enable workflows that could.
Install Mechanism
No install spec and no code files to execute — instruction-only skill. This minimizes installation risk (nothing is written or executed on disk by the skill).
Credentials
The skill requests no environment variables or credentials. This is proportionate to an instruction-only prompt-engineering skill.
Persistence & Privilege
always:false and no special privileges requested. The skill does not request permanent presence or altered agent configuration beyond using its own modules.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install nm-imbue-latent-space-engineering
  3. After installation, invoke the skill by name or use /nm-imbue-latent-space-engineering
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the "latent-space-engineering" skill, ported from claude-night-market/imbue. - Enables shaping agent behavior via instruction framing, emotional priming, and style transfer rather than increasing information density. - Introduces core techniques: emotional framing, style gene transfer, and competitive review for multi-agent scenarios. - Designed for composing dispatch prompts, guiding agent behavior, and ensuring stylistic consistency in outputs. - Includes quick reference for when and how to apply each technique.
Metadata
Slug nm-imbue-latent-space-engineering
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Nm Imbue Latent Space Engineering?

Shape agent behavior through instruction framing, emotional priming, and style transfer rather than information density alone. It is an AI Agent Skill for Claude Code / OpenClaw, with 81 downloads so far.

How do I install Nm Imbue Latent Space Engineering?

Run "/install nm-imbue-latent-space-engineering" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Nm Imbue Latent Space Engineering free?

Yes, Nm Imbue Latent Space Engineering is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Nm Imbue Latent Space Engineering support?

Nm Imbue Latent Space Engineering is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Nm Imbue Latent Space Engineering?

It is built and maintained by athola (@athola); the current version is v1.0.0.

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