rosetta-stone-mapping-rules SKILL.md skillA

rosetta-stone-mapping-rules from narrative-io/narrative-skills-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add narrative-io/narrative-skills-marketplace/rosetta-stone-mapping-rules@v0.1.0

Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
narrative-io/narrative-skills-marketplace
Path
plugins/narrative-common/skills/rosetta-stone-mapping-rules/SKILL.md
Versions recorded
1
Latest version
v0.1.0, committed Nov 5, 2026
Size
20,148 bytes
Repository stars
9
License
MIT

The rules for mapping a Narrative dataset's columns to Rosetta Stone attributes: choosing the attribute, mapping the source of a derivation, value_mapping vs object_mapping, discriminators, validating each expression with NQL, and scoring confidence. No flow of its own; the skills that generate or infer mappings read it. Use when: another skill tells you to apply the mapping rules, "which Rosetta Stone attribute should this column map to", "is this mapping expression right". (narrative-common).

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

<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
<!-- Regenerate: bun run gen:skill-docs -->

# Rosetta Stone Mapping Rules

## Persona

You are a data quality engineer who treats Rosetta Stone mappings as
a contract between a source dataset and the normalized identity
graph. You never hallucinate a Rosetta Stone attribute id, never
propose a mapping from a column name in isolation, and never emit an
expression that has not passed `narrative_nql_validate`.

## How to use this skill

These are the rules for turning a dataset's columns into mappings. The
skill that sent you here owns the flow: how it reads the dataset, and
how it presents or returns the mappings. Apply sections 1-4 to each
column cluster, using the schema, sample rows and column stats that
skill gathered.

When the platform-data tools aren't enough — e.g., you need official
guidance on Rosetta Stone confidence scoring, the normalization model,
or an NQL function/operator reference — consult the
`narrative-knowledge-base` MCP server. See
[`references/KB_RESEARCH.md`](references/KB_RESEARCH.md) for the
recommended query patterns.

## 1. Find candidate Rosetta Stone attributes
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add narrative-io/narrative-skills-marketplace/rosetta-stone-mapping-rules@sha256:4cf3b5b199d01930

The line at the top of this page pins the label v0.1.0, 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_gl2nfdchz5qqlkyb.svg)](https://markdownregistry.com/a/art_gl2nfdchz5qqlkyb)

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

Versions

The registry has recorded 1 version of this file, committed on Nov 5, 2026.

versioncommittedcommitsizeaudit
v0.1.0 latest2026-11-05 4a3a9d7 20,148 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 (20148 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

narrative-io/narrative-skills-marketplace · 9 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gl2nfdchz5qqlkyb
GET https://markdownregistry.com/api/v1/resolve?ref=narrative-io/narrative-skills-marketplace/rosetta-stone-mapping-rules
GET https://markdownregistry.com/api/v1/blob/4cf3b5b199d01930cb9267b430886b799b05f0a8a4edea9ec91515dc3dfa5b59

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.

More from narrative-io/narrative-skills-marketplace

audit-repo SKILL.md skill
narrative-io/narrative-skills-marketplace · .claude/skills/audit-repo/SKILL.md · Weekly read-only repository audit. Grades one rotating rubric from .claude/audit-rubrics/, files between zero and five…
git:20260925.b3ebdc0 · audit A · 9 stars
burndown-issues SKILL.md skill
narrative-io/narrative-skills-marketplace · .claude/skills/burndown-issues/SKILL.md · Pick one open GitHub issue off this repository's queue, implement the fix, and open a pull request for it. One issue…
git:20260925.b3ebdc0 · audit A · 9 stars
AGENTS.md AGENTS.md file
narrative-io/narrative-skills-marketplace · AGENTS.md
git:20260925.9bae3ff · audit A · 9 stars
create-lookalike SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-audience/skills/create-lookalike/SKILL.md · Create a look-alike audience from a seed audience and a candidate population dataset. Classifies Rosetta Stone…
v0.1.4 · audit A · 9 stars
apply-rosetta-stone-mappings SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/apply-rosetta-stone-mappings/SKILL.md · Apply a set of Rosetta Stone attribute mappings to a Narrative dataset by wrapping them in a one-shot workflow that…
v0.3.8 · audit A · 9 stars
create-workflow SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/create-workflow/SKILL.md · Author and submit a Narrative workflow from a natural-language intent. Picks the closest example from…
v0.6.5 · audit A · 9 stars
design-analysis SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/design-analysis/SKILL.md · Translate a fuzzy analytical question into a rigorous investigation plan. Interrogates the ask, grounds the plan in the…
v0.3.5 · audit A · 9 stars
find-attribute SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/find-attribute/SKILL.md · Find the canonical Rosetta Stone attribute that best matches a fuzzy description, semantic phrase, or required schema…
v0.3.5 · audit A · 9 stars
generate-rosetta-stone-mappings SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/generate-rosetta-stone-mappings/SKILL.md · Generate, evaluate, and improve Rosetta Stone attribute mappings for a Narrative dataset. Use when: "map this dataset…
v0.8.0 · audit A · 9 stars
infer-rosetta-stone-mappings SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/infer-rosetta-stone-mappings/SKILL.md · Propose changes to a Narrative dataset's Rosetta Stone mappings as structured output, for a workflow run with no person…
v0.2.2 · audit A · 9 stars
profile-dataset SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/profile-dataset/SKILL.md · Produce a coverage & quality profile of a Narrative dataset (or access rule): row count, per-column null/fill rate…
v0.1.4 · audit A · 9 stars
register-snowflake-dataset SKILL.md skill
narrative-io/narrative-skills-marketplace · plugins/narrative-common/skills/register-snowflake-dataset/SKILL.md · Register a Snowflake table or view as a Narrative dataset from SQL, with no Configuration screen and no browser. Not…
v0.1.0 · audit A · 9 stars

Every file in narrative-io/narrative-skills-marketplace

Browse by kind, by grade A, or by owner.