latent-space-engineering SKILL.md skillA
latent-space-engineering from athola/claude-night-market is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add athola/claude-night-market/latent-space-engineering@git:20260814.4430351Pins git:20260814.4430351 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- athola/claude-night-market
- Path
plugins/imbue/skills/latent-space-engineering/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260814.4430351, committed Aug 14, 2026
- First version recorded
- May 8, 2026
- Size
- 3,630 bytes
- Repository stars
- 348
- License
- MIT
Shapes agent behavior via instruction framing and style transfer. Use when composing dispatch prompts or writing skill instructions for parallel review agents.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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@sha256:f980b066602a4766The line at the top of this page pins the label git:20260814.4430351, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_euww3inyyjzisor7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 8, 2026 and Aug 14, 2026, about one every 25 days.
| 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 · 348 stars · license MIT · pushed 2026-11-05 · 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 AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.