sickn33/agentic-awesome-skills · plugins/agentic-awesome-skills-claude/skills/ai-engineering-toolkit/SKILL.md

ai-engineering-toolkit skillA

ai-engineering-toolkit is agent-read markdown (skill) from sickn33/agentic-awesome-skills: 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching..

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 sickn33/agentic-awesome-skills/ai-engineering-toolkit@git:20260729.eee8c59
Exact content
mdr add sickn33/agentic-awesome-skills/ai-engineering-toolkit@sha256:1ee04216a3d56b3d

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_xq3l777mgmomsiwx.svg)](https://markdownregistry.com/a/art_xq3l777mgmomsiwx)

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Versions

versioncommittedcommitsizeaudit
git:20260729.eee8c59 latest2026-07-29 eee8c59 7,474 BA view · diff
git:20260708.a07936c2026-07-08 a07936c 6,878 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 (7474 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

sickn33/agentic-awesome-skills · 46,557 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_xq3l777mgmomsiwx
GET https://markdownregistry.com/api/v1/resolve?ref=sickn33/agentic-awesome-skills/ai-engineering-toolkit
GET https://markdownregistry.com/api/v1/blob/1ee04216a3d56b3d23eb77f569e9cd081b60e06523cdf9ed71be481ca55f4e26

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