dbt-strategy SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
dbt-strategy from yeaight7/agent-powerups is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeaight7/agent-powerups/dbt-strategy@git:20260606.52c8642Pins git:20260606.52c8642 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/dbt-strategy/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260606.52c8642, committed Jun 6, 2026
- First version recorded
- May 2, 2026
- Size
- 10,213 bytes
- Repository stars
- 8
- License
- Apache-2.0
Use when creating or modifying dimensional dbt models in warehouse-backed analytics projects. Covers a four-layer warehouse architecture (sources/staging/core/marts), naming conventions, no-alias SQL rule, surrogate-key and missing-record patterns, incremental strategies, deduplication, and common project macros. Use when building fact tables, dimension tables, staging models, writing SQL, or designing tests.
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
# dbt Strategy
Patterns for building dbt models in warehouse-backed analytics projects using Kimball-style dimensional modeling.
## Layer Architecture
```
sources/ Source views — raw data from app DB, event stream, billing, CRM, LMS
↓
staging/ Intermediate transformations (keep minimal — new models go directly to core/)
↓
core/ Fact and dimension tables (main transformation layer) → tables
↓
marts/ Business aggregations built on top of core → tables
```
Put new models in `core/` directly. Use `staging/` only when complex intermediate joins are truly necessary.
### Naming Conventions
| Layer | Prefix | Example |
|----------|---------|-------------------------------------------------|
| Sources | `src_` | `src_app_teams`, `src_events` |
| Staging | `stg_` | `stg_teams`, `stg_billing_customers` |
| Core dim | `dim_` | `dim_teams`, `dim_users` |
| Core fct | `fct_` | `fct_team_members`, `fct_team_budgets` |
| Marts | `mart_` | `mart_team_overview`, `mart_creation_overview` |
…Read the whole file at its exact version.
How to install
mdr add yeaight7/agent-powerups/dbt-strategy@sha256:3666eff5e4200345The line at the top of this page pins the label git:20260606.52c8642, 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_kchhiqvlalekm6mj)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 2, 2026 and Jun 6, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260606.52c8642 latest | 2026-06-06 | 52c8642 | 10,213 B | A | view · diff |
| git:20260502.7a810d0 | 2026-05-02 | 7a810d0 | 9,444 B | A | view · diff |
| git:20260502.8aeb383 | 2026-05-02 | 8aeb383 | 9,549 B | A | view · diff |
| git:20260502.4bf2a85 | 2026-05-02 | 4bf2a85 | 9,556 B | A | view |
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 (10213 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
yeaight7/agent-powerups · 8 stars · license Apache-2.0 · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kchhiqvlalekm6mj GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/dbt-strategy GET https://markdownregistry.com/api/v1/blob/3666eff5e420034582bfc31710cf5525a54f458bf11c08d5b16bbecd50921fa8
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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