magnus919/agent-skills · forward-deployed-engineering/SKILL.md

forward-deployed-engineering skillA

forward-deployed-engineering is agent-read markdown (skill) from magnus919/agent-skills: Guide embedded technical engagements from ambiguous stakeholder need through discovery, framing, hypothesis, build, evaluation, deployment, adoption, measurement, and generalization while preserving evidence, decision rights, and field learning. Use when one accountable technical lead must carry continuity across customer or stakeholder discovery, implementation, production fit, adoption, and measurable outcomes. Do not use for a bounded repository change, product investment governance, ongoing .

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 magnus919/agent-skills/forward-deployed-engineering@git:20260814.a315b77
Exact content
mdr add magnus919/agent-skills/forward-deployed-engineering@sha256:e302cf769372836e

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_ytghtfh7p2siektl.svg)](https://markdownregistry.com/a/art_ytghtfh7p2siektl)

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Versions

versioncommittedcommitsizeaudit
git:20260814.a315b77 latest2026-08-14 a315b77 11,335 BA view · diff
git:20260814.c0c76902026-08-14 c0c7690 11,391 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 (11335 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

magnus919/agent-skills · 84 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ytghtfh7p2siektl
GET https://markdownregistry.com/api/v1/resolve?ref=magnus919/agent-skills/forward-deployed-engineering
GET https://markdownregistry.com/api/v1/blob/e302cf769372836e069c4b9aa869b18607ca00940b4eab3637bb94b96af219e8

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