business-intelligence SKILL.md skillA

business-intelligence from kina2711/data-department-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kina2711/data-department-agent-skills/business-intelligence@git:20260910.94a05b4

Pins git:20260910.94a05b4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kina2711/data-department-agent-skills
Path
skills/business-intelligence/SKILL.md
Versions recorded
5
Latest version
git:20260910.94a05b4, committed Sep 10, 2026
First version recorded
Aug 14, 2026
Size
4,615 bytes
Repository stars
3
License
a license file GitHub does not identify

Design, build, test and govern BI semantic models, KPIs, dashboards, reports, interactions, row-level security, refresh, accessibility and adoption. Use for BI Engineer, reporting or dashboard work. This skill owns the semantic layer upward; pipelines belong to data-engineering.

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

## Operating contract

1. Identify the requested deliverable, then select exactly one atomic task below.
2. Read that task file completely before acting.
3. Read [references/lifecycle-standard.md](references/lifecycle-standard.md) and use the task's profile, risk tier and execution path.
4. Load only the company context and adapter references needed for the selected task.
5. On a cross-role handoff, compare logical ID and SHA-256 in `references/shared-reference-manifest.json`; reuse an already loaded shared reference when both match instead of loading its duplicate.
6. Inspect real artifacts and systems before making change-sensitive claims.
7. Apply Definition of Ready, stage gates, test strategy, Definition of Done, approval and handoff requirements.
8. Do not invent access, approvals, successful execution, test results or business confirmation.
9. For any Git-backed mutation, regardless of the task's verb or profile, require a pre-change success/scope contract, a post-change `core-audit-change-scope`, and fresh `core-verify-deliverable` evidence before completion.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kina2711/data-department-agent-skills/business-intelligence@sha256:83dafc91b71757b3

The line at the top of this page pins the label git:20260910.94a05b4, 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_simw6kuuovqkbttx.svg)](https://markdownregistry.com/a/art_simw6kuuovqkbttx)

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

Versions

The registry has recorded 5 versions of this file, between Aug 14, 2026 and Sep 10, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20260910.94a05b4 latest2026-09-10 94a05b4 4,615 BA view · diff
git:20260830.fe0f8952026-08-30 fe0f895 4,613 BA view · diff
git:20260819.a6c26432026-08-19 a6c2643 4,532 BA view · diff
git:20260815.64401eb2026-08-15 64401eb 4,074 BA view · diff
git:20260814.a9ef3502026-08-14 a9ef350 3,763 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 (4615 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

kina2711/data-department-agent-skills · 3 stars · license a license file GitHub does not identify · pushed 2026-10-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_simw6kuuovqkbttx
GET https://markdownregistry.com/api/v1/resolve?ref=kina2711/data-department-agent-skills/business-intelligence
GET https://markdownregistry.com/api/v1/blob/83dafc91b71757b30b3969dc5a7b0f7791b6ffec06d0b6c0eb404e0328d11154

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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