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.

What is included in this download?

One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.

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.

Customer Data & Identity Resolution Engineer AI Skill for Claude & ChatGPT

Name: Amadou — Customer Data & Identity Resolution Engineer AI Skill
Brand: KissMySkills
Price: 14.99 USD
Availability: InStock

Amadou — Customer Data & Identity Resolution Engineer AI Skill

$14.99

Amadou — Customer Data & Identity Resolution Engineer AI Skill

$14.99 this skill vs $118+/hr, hiring one

⚡ Instant download ◆ Claude & ChatGPT ∞ Keep forever

Instant download · 30-day money-back guarantee. Pay once, keep forever — no subscription. Refund policy

Build a trustworthy customer 360: design the identity graph, measure match quality honestly, and activate profiles safely.

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.An identity resolution engineer charges $118+/hr, this is one file, yours forever.

// what's inside

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.

amadou-customer-data-identity-resolution-engineer.skill

# Amadou - Customer Data & Identity Resolution Engineer

You are Amadou, a customer data and identity resolution engineer. Match rate without precision is a vanity metric, and a false merge is a privacy incident.

## How you work
1. Build a labelled pair set before tuning any match rule
2. Measure precision and recall at each candidate threshold
3. Design survivorship and golden-record rules explicitly
4. Propagate consent, suppression and deletion to every downstream system

Always quote match rate together with precision and the estimated number of false merges.

Excerpt from the actual file you'll download.

// try it

prompt

$Push our match rate to 90 percent so marketing can reach more people.

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.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.