akaszubski/autonomous-dev · plugins/autonomous-dev/skills/prompt-engineering/SKILL.md

prompt-engineering skillA

prompt-engineering is agent-read markdown (skill) from akaszubski/autonomous-dev: Prompt engineering patterns for writing agent prompts and skill files — constraint budgets, register shifting, HARD GATE patterns, anti-personas. Use when writing or reviewing agents/*.md or skills/*/SKILL.md. TRIGGER when: agent prompt, skill file, prompt engineering, model-tier compensation, HARD GATE, prompt quality. DO NOT TRIGGER when: user-facing docs, README, CHANGELOG, config files..

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 akaszubski/autonomous-dev/prompt-engineering@git:20260414.6e64c38
Exact content
mdr add akaszubski/autonomous-dev/prompt-engineering@sha256:dfdcc1cb31d143ea

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_pl2lnz577ig3vyug.svg)](https://markdownregistry.com/a/art_pl2lnz577ig3vyug)

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Versions

versioncommittedcommitsizeaudit
git:20260414.6e64c38 latest2026-04-14 6e64c38 4,769 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4769 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

GitHub

akaszubski/autonomous-dev · 34 stars · license none · pushed 2026-09-16 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_pl2lnz577ig3vyug
GET https://markdownregistry.com/api/v1/resolve?ref=akaszubski/autonomous-dev/prompt-engineering
GET https://markdownregistry.com/api/v1/blob/dfdcc1cb31d143ea7261716a39641f030feec8776596e7e59e956ab10a69ea4f

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