Home / datarobot-oss / datarobot-agent-skills · skills/datarobot-predictions/SKILL.md · GitHub

datarobot-predictions skillA

datarobot-predictions is agent-read markdown (skill) from datarobot-oss/datarobot-agent-skills: Tools and guidance for making predictions with DataRobot deployments, including real-time predictions, batch scoring, prediction dataset generation, and prediction explanations (SHAP/XEMP). Use when making predictions, running batch scoring, generating prediction datasets, or explaining individual predictions from a deployment..

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What the file says

# DataRobot Predictions Skill

This skill provides comprehensive guidance for working with DataRobot predictions, including real-time predictions, batch scoring, and generating prediction datasets.

## Quick Start

**Most common use case**: Generate predictions for a deployment

1. **Get deployment features**: `get_deployment_features(deployment_id)` to understand required columns
2. **Generate template**: `generate_prediction_data_template(deployment_id, n_rows)` to create CSV structure
3. **Make predictions**: Use `deployment.predict_batch(...)` (works for both single-row “real-time” and batch scoring)

**Example**: "Generate a prediction dataset template for deployment abc123 with 10 rows"

**To also explain predictions**: pass `--max-explanations N` to `make_prediction.py` (or the
`max_explanations=N` kwarg in code). See [Prediction Explanations](#prediction-explanations) below.

## When to use this skill

Use this skill when you need to:
- Make predictions from deployed DataRobot models
- Explain individual predictions from a deployment (SHAP or XEMP, per-row)
- Generate prediction dataset templates
- Validate prediction data before scoring
…

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How to install

Latest version
mdr add datarobot-oss/datarobot-agent-skills/datarobot-predictions@git:20260826.7baedbc
Exact content
mdr add datarobot-oss/datarobot-agent-skills/datarobot-predictions@sha256:dab1a885f8fefcc2

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Versions

versioncommittedcommitsizeaudit
git:20260826.7baedbc latest2026-08-26 7baedbc 13,668 BA view · diff
git:20260825.cfbd8e92026-08-25 cfbd8e9 13,632 BA view · diff
git:20260824.4e67d002026-08-24 4e67d00 14,036 BA view · diff
git:20260819.0d95a802026-08-19 0d95a80 13,971 BA view · diff
git:20260728.b41ca002026-07-28 b41ca00 14,000 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13668 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

datarobot-oss/datarobot-agent-skills · 27 stars · license Apache-2.0 · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ji3s4ilwq553uvee
GET https://markdownregistry.com/api/v1/resolve?ref=datarobot-oss/datarobot-agent-skills/datarobot-predictions
GET https://markdownregistry.com/api/v1/blob/dab1a885f8fefcc2d0bcc89c8f0f27c3b408b812550833135b652c6be6d9dca9

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