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

datarobot-agent-assist-simulate skillB

datarobot-agent-assist-simulate is agent-read markdown (skill) from datarobot-oss/datarobot-agent-skills: Use when the user wants to adversarially test, evaluate, or harden an implemented AI agent before deployment; mentions swarm simulation, attack testing, persistence testing, evaluation criteria, or eval_report.md..

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

# Agent Assist — Simulate

Adversarially test and harden an implemented agent before deployment. Runs three simulation tracks
(attack, behavior, persistence), then patches and retests failing scenarios across multiple rounds
until all pass or the fixing limit is reached.

---

## Script Path Resolution

Resolve once per session: `<skill_scripts_dir>` is the `scripts/` subdirectory next to this
`SKILL.md`. Confirm it exists. Use the resolved absolute path everywhere.

**Python:** prefer `.venv/bin/python3` if a `.venv/` exists; otherwise `python3`. Store as
`<python>`. Require 3.11+:

```bash
<python> -c "import sys; assert sys.version_info >= (3, 11)"
<python> -c "import pydantic, yaml" 2>/dev/null || <python> -m pip install pydantic pyyaml
```

**OpenCode:**

```bash
dr opencode upgrade && export PATH="$PATH:$HOME/.opencode/bin"
```

**Auth:**

```bash
dr auth check
dr dotenv update
```

If any check fails, surface the error and stop.

**Swarm directory:** All intermediate files (scenario inputs/outputs, run results, convergence state) are written to `.datarobot/swarm/` under the project root and deleted at the end of Step 5.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add datarobot-oss/datarobot-agent-skills/datarobot-agent-assist-simulate@git:20260805.1ef1aa0
Exact content
mdr add datarobot-oss/datarobot-agent-skills/datarobot-agent-assist-simulate@sha256:608d094b94545f30

Pin 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.

Badge

mdr badge

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

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260805.1ef1aa0 latest2026-08-05 1ef1aa0 17,766 BB view · diff
git:20260805.5e46b592026-08-05 5e46b59 17,343 BB view · diff
git:20260805.d66bab92026-08-05 d66bab9 17,316 BB view · diff
git:20260805.f6053592026-08-05 f605359 17,342 BB view · diff
git:20260805.3cc50462026-08-05 3cc5046 17,127 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1:4096)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17766 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 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_keohfllhnybjtlvx
GET https://markdownregistry.com/api/v1/resolve?ref=datarobot-oss/datarobot-agent-skills/datarobot-agent-assist-simulate
GET https://markdownregistry.com/api/v1/blob/608d094b94545f30cd36eb81c47f9f3cc6faa0915ce3d208702a608179277c1c

Your agent 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.

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