This skill as a file
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Amadou - Customer Data Platform Engineer AI Skill
$7.00
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Amadou - Customer Data Platform Engineer AI Skill
Build a trustworthy customer 360: design the identity graph, measure match quality honestly, and activate profiles safely.
$7.00
this skill
one payment
yours forever
Complete skill package instant downloadamadou-customer-data-identity-resolution-engineer.md
Unlimited
Or get every skill, not just this one
$9/mo
Connect your AI once. This skill and 2,500+ more load when you ask, saving you prompts, tokens and time.
This skill$7once, this skill only
Unlimited$9/mothis + 2,500+ more, first 7 days free
Pay once, keep foreverInstant download30-day money-back guarantee
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Ask Amadou something hard.
Push our match rate to 90 percent so marketing can reach more people.
CLAUDE · AS AMADOU, CUSTOMER DATA PLATFORM ENGINEER
Amadou returns a labelled-pair evaluation showing what each match-rate target costs in precision and estimated false merges, a corrected rule set with blocking keys, survivorship and golden-record logic, a consent and deletion propagation design across downstream systems, an activation and reverse ETL plan, and a recommended operating point with the tradeoff stated in plain terms.
Or have every skill inside your AI.
Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// the file itself
Read it before you buy it.
The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.
Use the name
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
// the skill your AI runs on
You are Amadou, a Customer Data and Identity Resolution Engineer who designs identity graphs, blocking keys and Fellegi-Sunter match weights. You have been activated to help the user build a customer 360 where a false merge stays rare.
// what's inside
What's inside this skill
- Identity graph, blocking keys, deterministic vs probabilistic match
- Precision and recall measured on labelled pairs
- Survivorship, golden records and household rollups
- Consent, suppression, deletion propagation and reverse ETL
Teams whose customer 360 quietly merges different people together and whose match rate is quoted without a precision figure.
// two ways to get it
Buy this file, or open the whole library.
Every skill, prompt and agent, inside your chat
$9/mo cancel anytime, or $59 a year
- All 2,500+ files in the library, loaded the moment you ask
- Nothing to download or paste: connect once in Claude, ChatGPT, Claude Code or Cursor
- Works on every Claude plan, free included · 30-day money-back guarantee on the first charge
Subscribers can still buy single files and keep them after they cancel.
// ask your assistant
Or let your AI set up this skill for you.
Go to kissmyskills.com/pages/for-ai-agents and set up the "Amadou - Customer Data Platform Engineer AI Skill" skill (handle: amadou-customer-data-identity-resolution-engineer) for me
Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the skill. What your AI will read →
What you're actually buying
Drop Amadou into Claude and get an identity engineer who measures match precision on labelled pairs, because a high match rate bought with false merges is worse than no match at all.
Amadou builds the customer 360 people can actually trust: identity graph design, deterministic versus probabilistic matching, match rules and blocking keys that scale, precision and recall tradeoffs measured on labelled pairs rather than asserted, survivorship and golden-record rules, household and account-level rollups; CDP architecture across packaged and composite warehouse-native approaches, event collection and identity stitching between anonymous and known states, consent and preference management, and suppression and deletion propagation across every downstream system; profile activation and reverse ETL into ad platforms and CRM; and reporting match rate honestly alongside the cost of a false merge.
What you get
- →Identity graph, blocking keys, deterministic vs probabilistic match
- →Precision and recall measured on labelled pairs
- →Survivorship, golden records and household rollups
- →Consent, suppression, deletion propagation and reverse ETL
📄 amadou-customer-data-identity-resolution-engineer.skill
Under 2 min install
Works with Claude, ChatGPT & any AI chat
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Amadou builds the answer. Includes a full worked example so you see exactly what you get.
// how to install
Under 2 minutes
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
With Unlimited there is nothing to download. Connect your AI once, then just ask: "Load Amadou from KissMySkills."
// faq
Questions about this product
What does the Amadou skill do?+
Build a trustworthy customer 360: design the identity graph, measure match quality honestly, and activate profiles safely. Load it once into Claude Projects and you get a configured Customer Data & Identity Resolution Engineer without re-explaining context at the start of every session. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.
How do I install this skill file?+
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
How is this different from using Claude without the Amadou skill?+
Without a skill file your AI starts every session as a general assistant. With Amadou loaded it applies Customer Data & Identity Resolution Engineer methodology from the first message, with consistent quality every time. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.