attribution-reconciler SKILL.md skillA
attribution-reconciler 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.
mdr add aaron-he-zhu/aaron-marketing-skills/attribution-reconciler@v20.2.0Pins 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
ad/scale/attribution-reconciler/SKILL.md- Versions recorded
- 6
- Latest version
- v20.2.0, committed Oct 29, 2026
- First version recorded
- Jul 24, 2026
- Size
- 11,944 bytes
- Repository stars
- 3,102
- License
- Apache-2.0
Use when platform-reported conversions disagree with GA4/ecommerce, when you suspect Meta and Google are double-counting the same sales, or for a standing (monthly) reconciliation workbook that de-dups stacked credit against an order-ID truth set, normalizes attribution windows and currency, compares attribution models, and reads incrementality from a geo/holdout test. Not for the point-in-time R2 veto or RQS gate — use ad-account-auditor; not for the ROI/ROAS ratio math itself — use…
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
# Attribution Reconciler > Based on the ROAS dimension **R** (attribution integrity) in the [ROAS Benchmark](../../../references/roas-benchmark.md). This is the **standing de-dup / incrementality workbook**: it reconciles platform-reported conversions against the GA4/ecommerce order-ID truth set on a recurring cadence. It delegates **all** ratio/ROAS math to [roi-calculator](../../../influencer/report/roi-calculator/SKILL.md) and does **not** re-run the R2 veto — [ad-account-auditor](../../activate/ad-account-auditor/SKILL.md) judges R2 once, point-in-time. This workbook just keeps the truth set clean between audits. Upstream, [conversion-signal-qa](../../activate/conversion-signal-qa/SKILL.md) is the **pre-launch** instrumentation pass that makes the signal trustworthy and only *gates* that a dedup rule exists; this skill is the recurring reconciliation that runs **on** that signal — match, de-dup, quantify, read incrementality. …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/attribution-reconciler@sha256:eca7a8dc56a1ac8fThe 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.
[](https://markdownregistry.com/a/art_uqkygrlz26kal4un)
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.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.2.0 latest | 2026-10-29 | 0d0dabf | 11,944 B | A | view · diff |
| v20.1.0 | 2026-09-01 | 0c914b1 | 11,944 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 11,331 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 11,331 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 11,331 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 11,331 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11944 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
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_uqkygrlz26kal4un GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/attribution-reconciler GET https://markdownregistry.com/api/v1/blob/eca7a8dc56a1ac8f7d5ddf72144babb6629402d982b7efd51791e43672e6ac96
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.