latent-space-engineering skillA
latent-space-engineering is agent-read markdown (skill) from athola/claude-night-market: Shapes agent behavior via instruction framing and style transfer. Use when composing dispatch prompts or writing skill instructions for parallel review agents..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# 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. …
Read the whole file at its exact version.
How to install
mdr add athola/claude-night-market/latent-space-engineering@git:20260814.4430351mdr add athola/claude-night-market/latent-space-engineering@sha256:f980b066602a4766Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_euww3inyyjzisor7)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260814.4430351 latest | 2026-08-14 | 4430351 | 3,630 B | A | view · diff |
| git:20260813.38fd34d | 2026-08-13 | 38fd34d | 3,085 B | A | view · diff |
| git:20260622.c7c8f6f | 2026-06-22 | c7c8f6f | 2,769 B | A | view · diff |
| git:20260521.6f5c7d9 | 2026-05-21 | 6f5c7d9 | 2,116 B | A | view · diff |
| git:20260508.c09f147 | 2026-05-08 | c09f147 | 2,043 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3630 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
athola/claude-night-market · 338 stars · license MIT · pushed 2026-09-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_euww3inyyjzisor7 GET https://markdownregistry.com/api/v1/resolve?ref=athola/claude-night-market/latent-space-engineering GET https://markdownregistry.com/api/v1/blob/f980b066602a4766c4f64fdf63d6efd2c17f927ddcb5e415bd9dd95de0429f11
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.