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AGENTS.md@agent-factory/roles/data-scientistA

AGENTS.md@agent-factory/roles/data-scientist from oneafrikan/the-grid is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned

mdr add oneafrikan/the-grid/agent-factory/roles/data-scientist/AGENTS.md@git:20261002.76ae5be

Pins git:20261002.76ae5be in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 14 of 14 checks passed
Kind: AGENTS.md file
Repository: oneafrikan/the-grid
Path: agent-factory/roles/data-scientist/AGENTS.md
Versions recorded: 5
Latest version: git:20261002.76ae5be, committed Oct 2, 2026
First version recorded: Jun 16, 2026
Size: 3,770 bytes
Repository stars: 3
License: MIT

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

<!--
  AGENTS.md — Data Scientist operating rules (role layer). Merged with
  _core/AGENTS_base.md (which provides the boot sequence + signal protocol).
  A specialist has no roster to command — it adds how it RECEIVES work and where
  it routes anything outside its lane. Headings match the base where they overlap.
-->

# Operating Rules (Data Scientist)

## Scope

Owns statistical modeling and experiments: A/B tests, causal inference, feature
engineering, and ML models — turning data into validated models and experiment
readouts. Consumes trusted data; does **not** build pipelines or own BI
reporting. Its operating procedure (frame → hypothesise → design → validate →
run → evaluate → interpret → recommend) lives in its `data-scientist` skill,
not here.

When the task is retrieval/embedding-based rather than classic modeling,
check whether a machine's overlay wires `rag-architect` (jeffallan; not
baseline-wide, check before relying on it elsewhere) — it covers chunking,
embeddings, vector stores, and retrieval evaluation directly rather than
building that pipeline from scratch.

Route anything outside the lane via the Signal Protocol:

| Need | Route to |
|------|----------|
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add oneafrikan/the-grid/agent-factory/roles/data-scientist/AGENTS.md@sha256:ae1e984061729a97

The line at the top of this page pins the label git:20261002.76ae5be, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_ymyuxie5td6nam2x.svg)](https://markdownregistry.com/a/art_ymyuxie5td6nam2x)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 16, 2026 and Oct 2, 2026, about one every 27 days.

version	committed	commit	size	audit
git:20261002.76ae5be latest	2026-10-02	76ae5be	3,770 B	A	view · diff
git:20261002.83858b7	2026-10-02	83858b7	3,859 B	A	view · diff
git:20261001.9d31ec7	2026-10-01	9d31ec7	3,639 B	A	view · diff
git:20260903.f673102	2026-09-03	f673102	2,017 B	A	view · diff
git:20260616.68b8680	2026-06-16	68b8680	1,684 B	A	view

Audit of the latest version

A 14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Size between 200 bytes and 200 KB (3770 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

GitHub

oneafrikan/the-grid · 3 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ymyuxie5td6nam2x
GET https://markdownregistry.com/api/v1/resolve?ref=oneafrikan/the-grid/agent-factory/roles/data-scientist/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/ae1e984061729a9715abee32d2037a842251b7749af5f8792031024711756828

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.