dbt-strategy skillA
dbt-strategy is agent-read markdown (skill) from yeaight7/agent-powerups: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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@git:20260606.fc96dc0mdr add yeaight7/agent-powerups/dbt-strategy@sha256:3666eff5e4200345Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_4ovyxdqfkkalrndl)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260606.fc96dc0 latest | 2026-06-06 | fc96dc0 | 10,213 B | A | view · diff |
| git:20260502.4c937ec | 2026-05-02 | 4c937ec | 9,424 B | A | view · diff |
| git:20260502.c667380 | 2026-05-02 | c667380 | 9,529 B | A | view · diff |
| git:20260502.7e403bf | 2026-05-02 | 7e403bf | 9,533 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 · 6 stars · license Apache-2.0 · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4ovyxdqfkkalrndl GET https://markdownregistry.com/api/v1/resolve?ref=yeaight7/agent-powerups/dbt-strategy GET https://markdownregistry.com/api/v1/blob/3666eff5e420034582bfc31710cf5525a54f458bf11c08d5b16bbecd50921fa8
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