metric-impact-analyzer SKILL.md skillA

metric-impact-analyzer from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add yeaight7/agent-powerups/metric-impact-analyzer@git:20260606.2fe8659

Pins git:20260606.2fe8659 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
yeaight7/agent-powerups
Path
plugins/data-engineering/skills/metric-impact-analyzer/SKILL.md
Versions recorded
3
Latest version
git:20260606.2fe8659, committed Jun 6, 2026
First version recorded
May 2, 2026
Size
3,173 bytes
Repository stars
8
License
Apache-2.0

Use when a change may affect metrics, semantic models, dashboards, reporting, or stakeholder-facing KPIs and you need to know whether business meaning or downstream BI assets change.

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

# Metric Impact Analyzer

Use this skill when a change may affect metrics, semantic models, dashboards, reporting, or stakeholder-facing KPIs.

## Goals
- Detect whether a technical change also changes business meaning.
- Identify likely downstream breakage in BI tooling and dashboards.
- Separate harmless refactors from definition-level changes.

## What to Inspect
- Metric definitions and calculation logic.
- Semantic model changes (dimensions, measures, relationships).
- Renamed or removed fields referenced by saved queries or dashboards.
- Changed filters, time windows, or default values.
- Changed joins, granularity, or fanout.
- Contract-breaking field type changes (e.g., INT → FLOAT, nullable → NOT NULL).

## Change Classification

| Change type | Risk level | Action required |
|---|---|---|
| Column rename with alias preserved | Low | Validate alias propagation |
| Description or label change | Low | Confirm no tooling parses descriptions |
| New optional field added | Low | No action unless it changes defaults |
| Filter condition tightened | Medium | Validate that the new filter matches intent |
| Metric formula changed | High | Stakeholder review required |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add yeaight7/agent-powerups/metric-impact-analyzer@sha256:9d9b1a57c706c235

The line at the top of this page pins the label git:20260606.2fe8659, 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_3vryldzp4bmhzgxh.svg)](https://markdownregistry.com/a/art_3vryldzp4bmhzgxh)

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

Versions

The registry has recorded 3 versions of this file, between May 2, 2026 and Jun 6, 2026, about one every 17 days.

versioncommittedcommitsizeaudit
git:20260606.2fe8659 latest2026-06-06 2fe8659 3,173 BA view · diff
git:20260515.bb6e3902026-05-15 bb6e390 3,087 BA view · diff
git:20260502.c467c9e2026-05-02 c467c9e 1,363 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 (3173 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

yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3vryldzp4bmhzgxh
GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/metric-impact-analyzer
GET https://markdownregistry.com/api/v1/blob/9d9b1a57c706c235638d999aadbb22a252a5c464d3cad63663c58e0e7e0ebd26

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 yeaight7/agent-powerups

Other files named metric-impact-analyzer

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