unified-customer-profile SKILL.md skillA

unified-customer-profile from aws-samples/sample-aws-solutions-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aws-samples/sample-aws-solutions-skills/unified-customer-profile@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aws-samples/sample-aws-solutions-skills
Path
unified-customer-profile-skill/claude-code/skills/unified-customer-profile/SKILL.md
Versions recorded
2
Latest version
v1.0, committed Aug 11, 2026
First version recorded
Jun 24, 2026
Size
12,454 bytes
Repository stars
14
License
MIT-0

Build a production-ready unified customer profile system on AWS using Connect Customer Profiles + Entity Resolution + Bedrock AI. Generates a full CDK TypeScript project with Lambda handlers, React + shadcn/ui frontend, ETL scripts, and Calculated Attributes. Use when the user asks for "customer 360", "unified profile", "unified customer profile", "customer profile integration", "customer profile system", "entity resolution", "customer matching", "ID resolution", or describes scenarios…

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

# Unified Customer Profile Builder

## Purpose
Through conversation with the user, gather requirements and generate a custom customer
profile integration system based on AWS Connect Customer Profiles + Entity Resolution.
Industry/domain-agnostic.

## Knowledge sources
All the architecture knowledge, patterns, and examples needed to execute this Skill are in `shared/`:
- `shared/reference/architecture.md` — architecture decisions and rationale
- `shared/reference/decision-tree.md` — conditional selection logic
- `shared/reference/aws-services.md` — service/model catalog (Bedrock Claude model IDs)
- `shared/reference/constraints.md` — limitations and constraints
- `shared/reference/calculated-attributes.md` — Calc Attribute definition, behavior, debugging (must read)
- `shared/patterns/cdk-stacks.md` — CDK stack code
- `shared/patterns/lambda-handlers.md` — Lambda handlers (CP send, ObjectType pitfalls)
- `shared/patterns/frontend-pages.md` — React + Tailwind + shadcn/ui pages
- `shared/patterns/etl-transforms.md` — Raw → ER input pipeline
- `shared/patterns/bedrock-prompts.md` — model selection + prompts
- `shared/patterns/er-strategies.md` — ER matching strategies
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aws-samples/sample-aws-solutions-skills/unified-customer-profile@sha256:bd0753eaff1c50f4

The line at the top of this page pins the label v1.0, 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_byxi47g3yczj4nm4.svg)](https://markdownregistry.com/a/art_byxi47g3yczj4nm4)

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

Versions

The registry has recorded 2 versions of this file, between Jun 24, 2026 and Aug 11, 2026, about one every 48 days.

versioncommittedcommitsizeaudit
v1.0 latest2026-08-11 5279637 12,454 BA view · diff
v1.02026-06-24 50dd7db 9,833 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 (12454 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

aws-samples/sample-aws-solutions-skills · 14 stars · license MIT-0 · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_byxi47g3yczj4nm4
GET https://markdownregistry.com/api/v1/resolve?ref=aws-samples/sample-aws-solutions-skills/unified-customer-profile
GET https://markdownregistry.com/api/v1/blob/bd0753eaff1c50f46e108e8a2ad780d5f2f80f45bd7db7d4cc723cf7f7b37869

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 aws-samples/sample-aws-solutions-skills

Other files named unified-customer-profile

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unified-customer-profile SKILL.md skill
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