j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/prompt-engineering/SKILL.md

prompt-engineering skillB

prompt-engineering is agent-read markdown (skill) from j-star-films-studios/vibecode-protocol-suite: Master prompt engineering for AI models: LLMs, image generators, video models. Techniques: chain-of-thought, few-shot, system prompts, negative prompts. Models: Claude, GPT-4, Gemini, FLUX, Veo, Stable Diffusion prompting. Use for: better AI outputs, consistent results, complex tasks, optimization. Triggers: prompt engineering, how to prompt, better prompts, prompt tips, prompting guide, llm prompting, image prompt, ai prompting, prompt optimization, prompt template, prompt structure, effective .

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.

How to install

Latest version
mdr add j-star-films-studios/vibecode-protocol-suite/prompt-engineering@git:20260820.4dbe9e4
Exact content
mdr add j-star-films-studios/vibecode-protocol-suite/prompt-engineering@sha256:f14129b450245c94

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_imev7xqglw44mtkh.svg)](https://markdownregistry.com/a/art_imev7xqglw44mtkh)

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Versions

versioncommittedcommitsizeaudit
git:20260820.4dbe9e4 latest2026-08-20 4dbe9e4 9,498 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No curl or wget piped into a shell (matched: curl -fsSL https://cli.inference.sh | sh)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9498 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 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

GitHub

j-star-films-studios/vibecode-protocol-suite · 24 stars · license ISC · pushed 2026-09-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_imev7xqglw44mtkh
GET https://markdownregistry.com/api/v1/resolve?ref=j-star-films-studios/vibecode-protocol-suite/prompt-engineering
GET https://markdownregistry.com/api/v1/blob/f14129b450245c945bcb5c27e521dff20963cef6120ebcfccb4dbda1bfa4e137

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.