hiring-loop-design SKILL.md skillA

hiring-loop-design from event4u-app/agent-config is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add event4u-app/agent-config/hiring-loop-design@git:20261103.ae6782f

Pins git:20261103.ae6782f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
event4u-app/agent-config
Path
src/skills/hiring-loop-design/SKILL.md
Versions recorded
3
Latest version
git:20261103.ae6782f, committed Nov 3, 2026
First version recorded
Jun 3, 2026
Size
12,668 bytes
Repository stars
19
License
MIT

Use when shaping an engineering hiring loop — stages, take-home vs live, calibration, bar-raiser, signal-vs-noise audit. Triggers on 'design our interview loop', 'audit our hiring bar'.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# hiring-loop-design

## When to use

- A first engineering hiring loop is being designed (early-stage co, first dedicated EM, first PM hire) and the question is *what stages, in what order, with what signal each*.
- An existing loop is producing inconsistent outcomes (high false-positive rate, high false-negative rate, long time-to-hire) and the question is *which stage to fix*.
- A new role family inside engineering is opening (first staff IC, first SRE, first ML eng) and the question is *what does the loop look like for this archetype*.

Do NOT use this for non-engineering hiring as the primary surface (sales / GTM hiring is a different loop shape entirely), as a sourcing / recruiting-pipeline skill (separate surface area), or for applicant-tracking-system configuration.

## Cognition cluster

- **Mental model 1 — First principles.** Strip hiring to: *what signal does each stage produce that no other stage can produce?* Stages that duplicate signal waste candidate-time and interviewer-time. The strongest loops have one stage per signal, not five stages probing the same thing. See [`mental-models.md`](../../../docs/contracts/mental-models.md) § 1.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add event4u-app/agent-config/hiring-loop-design@sha256:b4ae3c1d6b31ce17

The line at the top of this page pins the label git:20261103.ae6782f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_lq7n6ba65sug3vb5.svg)](https://markdownregistry.com/a/art_lq7n6ba65sug3vb5)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jun 3, 2026 and Nov 3, 2026, about one every 77 days.

versioncommittedcommitsizeaudit
git:20261103.ae6782f latest2026-11-03 ae6782f 12,668 BA view · diff
git:20261103.adb7eb82026-11-03 adb7eb8 14,575 BA view · diff
git:20260603.668ed882026-06-03 668ed88 12,107 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (12668 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

event4u-app/agent-config · 19 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lq7n6ba65sug3vb5
GET https://markdownregistry.com/api/v1/resolve?ref=event4u-app/agent-config/hiring-loop-design
GET https://markdownregistry.com/api/v1/blob/b4ae3c1d6b31ce173332a2ce59c7be86aea5215664cb29a0e4d574de3e3eb633

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in event4u-app/agent-config

Other files named hiring-loop-design

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git:20260728.fac4544 · audit A · 14 stars

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