jnpiyush/agentx · .github/skills/ai-systems/ai-agent-development/SKILL.md

ai-agent-development skillA

ai-agent-development is agent-read markdown (skill) from jnpiyush/agentx: Build production-ready AI agents with Microsoft Foundry and Agent Framework. Use when creating AI agents, selecting LLM models, implementing agent orchestration, adding tracing/observability, or evaluating agent quality. Covers agent architecture, model selection, multi-agent workflows, and production deployment..

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 jnpiyush/agentx/ai-agent-development@git:20260903.b3f2610
Exact content
mdr add jnpiyush/agentx/ai-agent-development@sha256:4dc0d402f6e3f116

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_snyvr74o7cbm3h2p.svg)](https://markdownregistry.com/a/art_snyvr74o7cbm3h2p)

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Versions

versioncommittedcommitsizeaudit
git:20260903.b3f2610 latest2026-09-03 b3f2610 13,861 BA view · diff
git:20260404.16930042026-04-04 1693004 13,075 BA view · diff
git:20260301.969f3352026-03-01 969f335 13,074 BA view · diff
git:20260216.30e409a2026-02-16 30e409a 11,810 BA view · diff
git:20260213.2b488562026-02-13 2b48856 11,961 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 (13861 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

jnpiyush/agentx · 16 stars · license Apache-2.0 · pushed 2026-09-18 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_snyvr74o7cbm3h2p
GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/ai-agent-development
GET https://markdownregistry.com/api/v1/blob/4dc0d402f6e3f116395f436ddf8c33f1ea2f71fe780716c7e3ea7fa8469bacb1

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