inbox-placement-monitor SKILL.md skillA

inbox-placement-monitor from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aaron-he-zhu/aaron-marketing-skills/inbox-placement-monitor@v20.2.0

Pins v20.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aaron-he-zhu/aaron-marketing-skills
Path
email/deliver/inbox-placement-monitor/SKILL.md
Versions recorded
6
Latest version
v20.2.0, committed Oct 29, 2026
First version recorded
Jul 24, 2026
Size
14,427 bytes
Repository stars
3,102
License
Apache-2.0

Use when the user asks to "track where my emails are actually landing after I send", "read my seed-list inbox vs spam vs promotions results", "trend my Gmail Postmaster / Microsoft SNDS reputation", or "did placement drop after my last send"; produces a per-provider inbox/spam/promotions placement read, a domain/IP reputation trend from Postmaster + SNDS, a send-over-send delta with named regressions, and a reusable SEND-S placement snapshot on your own exported telemetry. Not for the pre-send…

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

# Inbox Placement Monitor

Post-send placement telemetry: where mail actually landed per mailbox provider (inbox vs spam vs promotions from a seed-list test), the domain/IP reputation trend from Gmail Postmaster Tools and Microsoft SNDS, and the send-over-send delta with named regressions — delivered as a per-provider placement read plus a reusable SEND **S (Sender-integrity / Deliverability)** placement snapshot, with each number labeled Measured / User-provided / Estimated. This is the *after* half of SEND-`S`: [deliverability-qa](../../setup/deliverability-qa/SKILL.md) verifies the signal *before* a send (auth pre-flight, static reputation, one placement test); this skill tracks what happened *after* it and how reputation moves across sends. **Scope guard: this skill tracks post-send placement + reputation trend and hands off a SEND-`S` placement snapshot; it does NOT run the `S1` SPF/DKIM/DMARC auth pre-flight (that is [deliverability-qa](../../setup/deliverability-qa/SKILL.md)) and does NOT compute the profile-weighted EQS or enforce the `S1`/`S2`/`N1`/`D1` vetoes (that is [email-quality-auditor](../email-quality-auditor/SKILL.md)).** Build/trend the telemetry here; let the…
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aaron-he-zhu/aaron-marketing-skills/inbox-placement-monitor@sha256:b0f49e00e37d220c

The line at the top of this page pins the label v20.2.0, 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_7y63j5rvq6oxasic.svg)](https://markdownregistry.com/a/art_7y63j5rvq6oxasic)

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

Versions

The registry has recorded 6 versions of this file, between Jul 24, 2026 and Oct 29, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
v20.2.0 latest2026-10-29 0d0dabf 14,427 BA view · diff
v20.1.02026-09-01 0c914b1 14,427 BA view · diff
v20.0.02026-08-20 879002a 14,985 BA view · diff
v19.2.02026-08-10 d09dd90 14,985 BA view · diff
v19.1.02026-08-01 f744424 14,985 BA view · diff
v19.0.02026-07-24 407137c 14,985 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 (14427 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

aaron-he-zhu/aaron-marketing-skills · 3,102 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7y63j5rvq6oxasic
GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/inbox-placement-monitor
GET https://markdownregistry.com/api/v1/blob/b0f49e00e37d220c5a429e4c02c6a8af48a36c892103242b0c0242a59e2e7760

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.

More from aaron-he-zhu/aaron-marketing-skills

AGENTS.md AGENTS.md file
aaron-he-zhu/aaron-marketing-skills · AGENTS.md
git:20261029.0d0dabf · audit A · 3,102 stars
CLAUDE.md CLAUDE.md file
aaron-he-zhu/aaron-marketing-skills · CLAUDE.md
git:20261029.0d0dabf · audit A · 3,102 stars
ad-account-auditor SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/activate/ad-account-auditor/SKILL.md · Use when auditing a paid ad account for incremental contribution, wasted spend, or measurement integrity before…
v20.2.0 · audit A · 3,102 stars
conversion-signal-qa SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/activate/conversion-signal-qa/SKILL.md · Use when the user asks to "QA my conversion tracking before launch", "check my UTMs / pixel / event firing", "set up a…
v20.2.0 · audit A · 3,102 stars
conversion-value-mapper SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/activate/conversion-value-mapper/SKILL.md · Use when the user asks to "set up conversion values so tROAS optimizes profit not orders", "map margin onto my purchase…
v20.2.0 · audit A · 3,102 stars
placement-exclusion-manager SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/activate/placement-exclusion-manager/SKILL.md · Use when the user asks to "build my brand-safety exclusion lists", "set placement / topic / content exclusions before…
v20.2.0 · audit A · 3,102 stars
ad-creative-builder SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/orchestrate/ad-creative-builder/SKILL.md · Use when the user asks to "write ad copy", "generate RSA headlines", or "build ad creative at volume"; produces ad…
v20.2.0 · audit A · 3,102 stars
ad-test-designer SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/orchestrate/ad-test-designer/SKILL.md · Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is…
v20.2.0 · audit A · 3,102 stars
bid-strategy-planner SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/orchestrate/bid-strategy-planner/SKILL.md · Use when the user asks to "pick a bid strategy", "set a tCPA/tROAS target", or "plan the learning-phase entry"…
v20.2.0 · audit A · 3,102 stars
landing-experience-checker SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/orchestrate/landing-experience-checker/SKILL.md · Use when the user asks to "pre-launch check the landing page", "run a Quality-Score preflight", or "verify ad-to-page…
v20.2.0 · audit A · 3,102 stars
audience-segment-builder SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/research/audience-segment-builder/SKILL.md · Use when the user asks to "build audience segments from my customer list", "make value-based / lookalike seed lists"…
v20.2.0 · audit A · 3,102 stars
campaign-architect SKILL.md skill
aaron-he-zhu/aaron-marketing-skills · ad/research/campaign-architect/SKILL.md · Use when the user asks to "plan my paid account structure", "pick Search vs PMax", "lay out ad groups / asset groups"…
v20.2.0 · audit A · 3,102 stars

Every file in aaron-he-zhu/aaron-marketing-skills

Browse by kind, by grade A, or by owner.