CLAUDE.md@ml-engine claudeA
CLAUDE.md@ml-engine is agent-read markdown (claude) from arthur-ai/arthur-engine.
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
# ML Engine Job-based evaluation engine (Python 3.13). Polls the Arthur Platform for jobs, loads data through source connectors (S3, GCS, BigQuery, Snowflake, ODBC databases), and computes metrics. Flow: `job_agent.py` (polling) → `job_runner.py` (thread/process runners) → `job_executor.py` → `job_executors/*`. ## Commands ```bash # The GenAI Engine client is generated, not committed — required before uv sync cd scripts && ./openapi_client_utils.sh generate python && ./openapi_client_utils.sh install python && cd .. ./scripts/install_db_dependencies.sh # ODBC / Oracle drivers uv sync --group dev --group linters uv run python src/ml_engine/job_agent.py uv run pytest tests/unit uv run mypy src/ml_engine ./scripts/lint.sh ``` Needs `ARTHUR_API_HOST`, `ARTHUR_CLIENT_ID`, `ARTHUR_CLIENT_SECRET` to talk to the platform. ## Gotchas - Regenerate the GenAI Engine client whenever the GenAI Engine API changes. - Job executors should be stateless and idempotent where possible. - Health check endpoints must respond quickly — slow responses cause container restarts.
Read the whole file at its exact version.
How to install
mdr add arthur-ai/arthur-engine/ml-engine/CLAUDE.md@git:20260731.d2c2e65mdr add arthur-ai/arthur-engine/ml-engine/CLAUDE.md@sha256:371f34defad1652aPin 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_6l7wfrm2dzb7asv4)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260731.d2c2e65 latest | 2026-07-31 | d2c2e65 | 1,090 B | A | view · diff |
| git:20260407.50741a3 | 2026-04-07 | 50741a3 | 3,386 B | A | view · diff |
| git:20260130.5d3960e | 2026-01-30 | 5d3960e | 3,405 B | A | view · diff |
| git:20251116.ef29a09 | 2025-11-16 | ef29a09 | 3,408 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1090 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
arthur-ai/arthur-engine · 90 stars · license MIT · pushed 2026-09-24 · branch dev
API
GET https://markdownregistry.com/api/v1/artifacts/art_6l7wfrm2dzb7asv4 GET https://markdownregistry.com/api/v1/resolve?ref=arthur-ai/arthur-engine/ml-engine/CLAUDE.md GET https://markdownregistry.com/api/v1/blob/371f34defad1652a8960f9db361dd75f9e83be2e7183ddca29929efed1ac22f3
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