Catalog Steward

Catalog Steward is a skill for Claude Code from MarioDeFelipe/sap-datasphere-plugin-for-claude-cowork. It costs 101 tokens per session (12,128 once invoked), scanned A, original, MIT.

A governance guide for SAP Datasphere catalogs, which are organized inventories describing an organization’s data assets. It covers metadata, business glossaries, KPIs, tags, lineage, and change impact.

In plain words
What is it for?
Improving catalog descriptions, managing glossary terms and tags, defining KPI meanings, and checking the downstream impact of modifying data assets.
Why use it?
It helps people find, understand, and consistently interpret internal data. Clear definitions and lineage also show who owns data and what may be affected by a change.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the datasphere plugin — 18 skills, 1 MCP server shipped together

Good fit Improving catalog descriptions, managing glossary terms and tags, defining KPI meanings, and checking the downstream impact of modifying data assets.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add MarioDeFelipe/sap-datasphere-plugin-for-claude-cowork --skill datasphere-catalog-steward
Clone the repo
git clone --depth 1 https://github.com/MarioDeFelipe/sap-datasphere-plugin-for-claude-cowork

Made for: Claude Code.

Or install datasphere, the plugin that ships this one along with the rest of its 18 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for Catalog Steward

README.md
[![agentmods](https://agentmods.dev/badge/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward/github.svg)](https://agentmods.dev/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward)
Your own site
<a href="https://agentmods.dev/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward"><img src="https://agentmods.dev/badge/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for Catalog Steward

Your own site · 80×15
<a href="https://agentmods.dev/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward"><img src="https://agentmods.dev/badge/skills/mariodefelipe/sap-datasphere-plugin-for-claude-cowork/datasphere-catalog-steward.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 101 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 12,128 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00101 $0.12128
Opus 5 $0.00051 $0.06064
Sonnet 5 $0.00020 $0.02426
Haiku 4.5 $0.00010 $0.01213

Measured 12d ago against content hash 110d567d7c10, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

Catalog Steward scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/datasphere-catalog-steward/SKILL.md · 1,351 lines

How it starts

The opening of the file, as written. The whole thing — 1,351 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Catalog Steward Skill

Overview

The Catalog Steward skill empowers you to take control of your SAP Datasphere's internal data governance. This skill focuses on enriching metadata, managing business glossaries, defining KPIs, controlling tag taxonomies, and performing lineage-based impact analysis—all essential for enabling self-service analytics and preventing governance chaos.

Unlike the Data Product Publisher skill (which publishes external marketplace products), the Catalog Steward skill is about making your internal Datasphere repository discoverable, understandable, and trustworthy. When users search your catalog, they should find well-named assets with clear descriptions, consistent business terminology, quality metrics, and transparent lineage.

Why Catalog Governance Matters

  • Self-Service Analytics: Business users can find and trust data without submitting tickets
  • Compliance & Auditability: Clear lineage and ownership trails support regulatory requirements
  • Impact Analysis: Understand change ripple effects before modifying critical assets
  • Terminology Alignment: Glossaries ensure "Revenue" means the same thing across teams
  • Data Quality Transparency: Quality scores help users select the right datasets
  • Governance at Scale: Consistent metadata reduces technical debt and tribal knowledge

Core Workflows

1. Metadata Enrichment

Metadata enrichment transforms technical asset names and sparse descriptions into discoverable, business-friendly documentation.

Workflow: Analyze and Suggest Business-Friendly Names

When to use: During onboarding, after importing source system tables, or during catalog cleanup sprints.

Steps:

  1. Search for undernamed assets:

    • Use search_catalog to find tables/views with missing or cryptic names (e.g., "T_SALES_001")
    • Filter by asset type (Dimension, Fact, View, Model)
    • Identify candidates for enrichment
  2. Analyze content with column inspection:

    • Use get_asset_details to inspect table/view structure
    • Review key columns to infer business meaning
    • Identify primary dimensions and measures
    • Example: "T_SALES_001" contains CUST_ID, ORDER_DT, AMOUNT → suggests "Customer Orders Fact"

Read the full file on GitHub · 1,351 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 1,351 lines · 101 tokens per session scan A 110d567d7c10

Subscribe to this mod's changes

Catalog Steward is a skill published in the GitHub repository MarioDeFelipe/sap-datasphere-plugin-for-claude-cowork (26 stars, last pushed 4mo ago), licensed MIT. It adds 101 tokens to every session and 12,128 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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