Latent Space Engineering

Shape agent behavior by framing instructions for optimal performance. Distinct from context engineering (packing the right information), this skill addresses HOW instructions are framed to put agents in productive mental states.

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