Skill

latent-space-engineering

Shapes AI agent behavior via instruction framing, emotional priming, style transfer, and competitive review for complex prompts, skill instructions, parallel reviews, and style-matched code/docs.

ai-ml

Install

npx claudepluginhub athola/claude-night-market --plugin imbue

Tool Access

This skill uses the workspace's default tool permissions.

Preview

Shape agent behavior by framing instructions for

Supporting Assets

modules/competitive-review.mdmodules/emotional-framing.mdmodules/style-gene-transfer.md

SKILL.md

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Stats

Parent Repo Stars242

Parent Repo Forks24

Last CommitApr 4, 2026

Actions

View Source View Plugin View on GitHub View README

Latent Space Engineering

When To Use

Composing agent dispatch prompts
Writing skill instructions that guide behavior
Dispatching 3+ parallel review agents
Generating code or documentation that must match an existing style

When NOT To Use

Packing factual context (use context-optimization)
Simple single-shot tasks with no behavioral nuance
Tasks where instruction tone is irrelevant

Core Techniques

1. Emotional Framing

Replace threat-based prompting with calm, confident instructions. Fear-based prompts cause rushing and corner-cutting.

Load module: modules/emotional-framing.md

2. Style Gene Transfer

Inject exemplar code or prose into context before requesting output. Agents reproduce stylistic attributes from pre-loaded samples.

Load module: modules/style-gene-transfer.md

3. Competitive Review

Frame multi-agent review dispatch with competitive incentives to increase rigor and thoroughness.

Load module: modules/competitive-review.md

Quick Reference

Technique	When	Module
Emotional framing	Any agent prompt	emotional-framing
Style gene transfer	Code/doc generation	style-gene-transfer
Competitive review	3+ parallel reviewers	competitive-review