AGENTS.mdA
AGENTS.md from exmergo/dex is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add exmergo/dex/AGENTS.md@git:20261019.afd1dcfPins git:20261019.afd1dcf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- exmergo/dex
- Path
AGENTS.md- Versions recorded
- 30
- Latest version
- git:20261019.afd1dcf, committed Oct 19, 2026
- First version recorded
- Sep 2, 2026
- Size
- 82,278 bytes
- Repository stars
- 88
- License
- Apache-2.0
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
# dex: driving the engine from any agent dex is the agent-native analytics engineering toolkit. All logic lives in one portable engine, `exmergo-dex-core`; this file tells any coding agent how to drive it. On Claude Code the three skills (`explore`, `transform`, `maintain`) auto-trigger and do this for you. On other agents, follow the contract below directly. The guardrails and outputs are identical because they live in the engine, not here. ## The loop: Explore, Transform, Maintain (ETM) 1. **Explore** an unfamiliar warehouse or DuckDB database: rank what matters, profile selectively, infer joins, persist a draft map. 2. **Transform** the project: author and refactor dbt SQL models (staging to marts) with tests and docs, and author the semantic layer on top, either as dbt semantic models (MetricFlow YAML: entities, dimensions, measures, metrics) or as native Apache Ossie documents in the repository. Both are the same job, reviewable diffs to files in git. 3. **Maintain** the repository as the world changes: diff the current warehouse, the transformation project, and the semantic layer against the last `.dex/` …
Read the whole file at its exact version.
How to install
mdr add exmergo/dex/AGENTS.md@sha256:eb58e87b7505294eThe line at the top of this page pins the label git:20261019.afd1dcf, 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_3ddzbu35h6l63o56)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 30 versions of this file, between Sep 2, 2026 and Oct 19, 2026, about one every 2 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.afd1dcf latest | 2026-10-19 | afd1dcf | 82,278 B | A | view · diff |
| git:20261019.d2d852a | 2026-10-19 | d2d852a | 81,675 B | A | view · diff |
| git:20261019.3ab87d0 | 2026-10-19 | 3ab87d0 | 80,045 B | A | view · diff |
| git:20261016.efcffb9 | 2026-10-16 | efcffb9 | 77,144 B | A | view · diff |
| git:20261016.d241ff1 | 2026-10-16 | d241ff1 | 75,479 B | A | view · diff |
| git:20261016.e79fa84 | 2026-10-16 | e79fa84 | 76,957 B | A | view · diff |
| git:20261016.a4519b8 | 2026-10-16 | a4519b8 | 74,001 B | A | view · diff |
| git:20261015.8c7af1a | 2026-10-15 | 8c7af1a | 72,860 B | A | view · diff |
| git:20261013.300abc7 | 2026-10-13 | 300abc7 | 72,113 B | A | view · diff |
| git:20261013.2a23f53 | 2026-10-13 | 2a23f53 | 71,656 B | A | view · diff |
| git:20261012.7f9a0ba | 2026-10-12 | 7f9a0ba | 71,439 B | A | view · diff |
| git:20261012.3213224 | 2026-10-12 | 3213224 | 70,267 B | A | view · diff |
| git:20261011.8dd6aa2 | 2026-10-11 | 8dd6aa2 | 67,961 B | A | view · diff |
| git:20261008.49fc23d | 2026-10-08 | 49fc23d | 67,924 B | B | view · diff |
| git:20261006.377191f | 2026-10-06 | 377191f | 67,391 B | B | view · diff |
| git:20261002.6a537d0 | 2026-10-02 | 6a537d0 | 66,729 B | B | view · diff |
| git:20260930.df6234c | 2026-09-30 | df6234c | 66,566 B | B | view · diff |
| git:20260930.39df3c7 | 2026-09-30 | 39df3c7 | 65,894 B | B | view · diff |
| git:20260916.898c818 | 2026-09-16 | 898c818 | 64,256 B | B | view · diff |
| git:20260916.6cb5117 | 2026-09-16 | 6cb5117 | 66,941 B | B | view · diff |
| git:20260908.482a8b3 | 2026-09-08 | 482a8b3 | 65,767 B | B | view · diff |
| git:20260908.b231401 | 2026-09-08 | b231401 | 65,283 B | B | view · diff |
| git:20260908.277fe26 | 2026-09-08 | 277fe26 | 60,592 B | B | view · diff |
| git:20260907.6120749 | 2026-09-07 | 6120749 | 58,294 B | B | view · diff |
| git:20260906.9a46d77 | 2026-09-06 | 9a46d77 | 56,933 B | B | view · diff |
| git:20260905.62f4f7c | 2026-09-05 | 62f4f7c | 51,833 B | B | view · diff |
| git:20260905.7045595 | 2026-09-05 | 7045595 | 51,837 B | B | view · diff |
| git:20260903.dbc25ec | 2026-09-03 | dbc25ec | 50,974 B | B | view · diff |
| git:20260903.d1f8b04 | 2026-09-03 | d1f8b04 | 49,106 B | B | view · diff |
| git:20260902.a83cb25 | 2026-09-02 | a83cb25 | 48,541 B | B | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (82278 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
exmergo/dex · 88 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3ddzbu35h6l63o56 GET https://markdownregistry.com/api/v1/resolve?ref=exmergo/dex/AGENTS.md GET https://markdownregistry.com/api/v1/blob/eb58e87b7505294e57f47f7fd4d79feb0987308baa59fc7d2e2f10f047fee862
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.