amey-thakur/ai-skills · skills/api-integration/data-mapping/SKILL.md

data-mapping skillA

data-mapping is agent-read markdown (skill) from amey-thakur/ai-skills: Translate between an external service's data model and your own, handling mismatches, nulls, and enum drift explicitly. Use when integrating a service whose model differs from yours..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add amey-thakur/ai-skills/data-mapping@git:20260728.419e522
Exact content
mdr add amey-thakur/ai-skills/data-mapping@sha256:84be0b25ec5c7108

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5oxhi5xxkmoo32p3.svg)](https://markdownregistry.com/a/art_5oxhi5xxkmoo32p3)

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Versions

versioncommittedcommitsizeaudit
git:20260728.419e522 latest2026-07-28 419e522 1,850 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (1850 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

amey-thakur/ai-skills · 7 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5oxhi5xxkmoo32p3
GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/data-mapping
GET https://markdownregistry.com/api/v1/blob/84be0b25ec5c7108716e8181d973362e751671d0646994a33309797b752bb89d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.