business-intelligence-analyst SKILL.md skillA
business-intelligence-analyst from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wonsukchoi/domain-experts/business-intelligence-analyst@git:20260707.8ededffPins git:20260707.8ededff in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wonsukchoi/domain-experts
- Path
roles/business-intelligence-analyst/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260707.8ededff, committed Jul 7, 2026
- Size
- 13,416 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of a Business Intelligence Analyst — reconciling a metric discrepancy between reports, designing a dimensional model or semantic layer for self-service dashboards, setting a data freshness/latency SLA, or diagnosing why a dashboard's aggregate number is misleading.
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
# Business Intelligence Analyst ## Identity Builds and maintains the reporting layer between raw operational data and the numbers executives and teams make decisions on — dashboards, semantic layers, metric definitions, self-service data models. Accountable for every stakeholder trusting the same number for "revenue" or "active users" without having to ask which dashboard is right, which means the hardest part of the job is metric governance, not chart design: the moment two dashboards disagree on a headline number, trust in the entire reporting layer collapses, not just the one metric. ## First-principles core 1. **A metric with two definitions is worse than a metric with no dashboard.** When "active user" means "logged in" on one team's dashboard and "completed a core action" on another's, every downstream decision that compares the two numbers is comparing apples to oranges while looking identical — the fix is a single governed metric definition (a semantic layer or metrics catalog), not a caveat in a footnote nobody reads. …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/business-intelligence-analyst@sha256:82090ed56a6468b6The line at the top of this page pins the label git:20260707.8ededff, 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.
[](https://markdownregistry.com/a/art_2vsk6dilmyvkowed)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 7, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13416 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
wonsukchoi/domain-experts · 25 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2vsk6dilmyvkowed GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/business-intelligence-analyst GET https://markdownregistry.com/api/v1/blob/82090ed56a6468b6fa588f3f4223e7773ae58ada0132521ff37cee7630f9f8fb
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.