powerbi-performance-scale SKILL.md skillA
powerbi-performance-scale from santoshkanthety/powerbi-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add santoshkanthety/powerbi-agent/powerbi-performance-scale@git:20260808.22d6d33Pins git:20260808.22d6d33 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- santoshkanthety/powerbi-agent
- Path
skills/powerbi-performance-scale/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260808.22d6d33, committed Aug 8, 2026
- Size
- 5,486 bytes
- Repository stars
- 3
- License
- MIT
Performance optimization and scaling. Use when the user mentions: slow report, performance, DirectQuery, DirectLake, Import mode, aggregations, composite model, large dataset, timeout, query performance, DAX Studio, Performance Analyzer, V-Order, OPTIMIZE, memory, Premium, Fabric capacity, large model.
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
# Skill: Performance & Scale — Enterprise-Grade Power BI ## Trigger Activate when the user mentions: slow report, performance, DirectQuery, DirectLake, Import mode, aggregations, composite model, large dataset, timeout, query performance, DAX Studio, Performance Analyzer, V-Order, OPTIMIZE, memory, Premium, Fabric capacity, large model ## What You Know You have optimised Power BI semantic models from sub-optimal 10-second page loads down to sub-second. You understand the full query path from DAX → xmVelocity → Formula Engine → Storage Engine → source data, and where to intervene at each layer. ## Storage Mode Decision Framework ``` Data volume & refresh needs → Choose mode: < 1GB model, needs latest data always? → Import Mode (default, fastest for users) > 1GB, PII/live data required? → DirectLake (Fabric only, best of both) Operational live data, < 1M rows? → DirectQuery (last resort) Mixed: history in Import + live in DQ? → Composite Model > 10GB, Premium/Fabric? → Large Dataset Storage + Import ``` ### Import Mode Optimisation 1. **Remove unused columns** — every column consumes memory …
Read the whole file at its exact version.
How to install
mdr add santoshkanthety/powerbi-agent/powerbi-performance-scale@sha256:6985cb69732e375fThe line at the top of this page pins the label git:20260808.22d6d33, 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_pp2v25sl3qkcv5f3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 8, 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 (5486 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
santoshkanthety/powerbi-agent · 3 stars · license MIT · pushed 2026-10-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pp2v25sl3qkcv5f3 GET https://markdownregistry.com/api/v1/resolve?ref=santoshkanthety/powerbi-agent/powerbi-performance-scale GET https://markdownregistry.com/api/v1/blob/6985cb69732e375f0f36bda6704e43c4d0693ad78b70bd2c706a24174e8b3954
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.