dataevolver-onboarding SKILL.md skillA

dataevolver-onboarding from pris-cv/dataevolver is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pris-cv/dataevolver/dataevolver-onboarding@git:20261101.7d2a90e

Pins git:20261101.7d2a90e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
pris-cv/dataevolver
Path
.agents/skills/dataevolver-onboarding/SKILL.md
Versions recorded
6
Latest version
git:20261101.7d2a90e, committed Nov 1, 2026
First version recorded
Jul 7, 2026
Size
1,376 bytes
Repository stars
37
License
Apache-2.0

Inspect a DataEvolver execution host and prepare explicit model and scene profiles for the unified Harness.

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

# DataEvolver onboarding

Reuse the user's existing execution host, model choices and budget. Ask only for
missing information required by the selected workflow. Read `AGENT_SETUP.md` and
the relevant workflow contract before installing dependencies or running work.

- Inspect Git status, Python, disk, existing environments and model directories.
- Before GPU work, inspect memory, utilization and processes; preserve other jobs.
- Start with `python -m dataevolver --help` and `operator-sdk catalog`.
- Bind data plans with `compile-plan`; bind configured native workers with `worker-compile`.
- Execute through the same `create`, `step`, `status`, `replay` commands.
- Bind the host's chosen models through explicit ModelGateway profiles; no model or tool is required by default.
- Keep private deployment information under ignored `.dataevolver/local/`.
- Do not infer model readiness, rendering quality or training benefit from a file
  inventory or a CPU fixture test. Preserve failures and do not resubmit unknown effects.

The legacy dual-loop bootstrap and shell runner are retired. For current scene
configuration use `docs/NATIVE_SCENE_WORKFLOW.md`; for model contracts use
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pris-cv/dataevolver/dataevolver-onboarding@sha256:a10f44a5b40eb18c

The line at the top of this page pins the label git:20261101.7d2a90e, 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 badge

[![mdr](https://markdownregistry.com/badge/art_df77uycpchf7orne.svg)](https://markdownregistry.com/a/art_df77uycpchf7orne)

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

Versions

The registry has recorded 6 versions of this file, between Jul 7, 2026 and Nov 1, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20261101.7d2a90e latest2026-11-01 7d2a90e 1,376 BA view · diff
git:20260726.6b6ef692026-07-26 6b6ef69 11,091 BA view · diff
git:20260707.bb055e32026-07-07 bb055e3 10,926 BA view · diff
git:20260707.2dee0622026-07-07 2dee062 5,487 BA view · diff
git:20260707.316fc792026-07-07 316fc79 9,763 BA view · diff
git:20260707.9810e7b2026-07-07 9810e7b 5,960 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (1376 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

pris-cv/dataevolver · 37 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_df77uycpchf7orne
GET https://markdownregistry.com/api/v1/resolve?ref=pris-cv/dataevolver/dataevolver-onboarding
GET https://markdownregistry.com/api/v1/blob/a10f44a5b40eb18c6b6e0d80449e5847b67c742d2a4f4f8309b0e8d2cd47022e

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from pris-cv/dataevolver

verify-dataevolver SKILL.md skill
pris-cv/dataevolver · .agents/skills/verify-dataevolver/SKILL.md · Inspect DataEvolver source contracts and drive its public Harness CLI, scene compilation and native receipt recovery on…
git:20261101.7d2a90e · audit A · 37 stars

Every file in pris-cv/dataevolver

Browse by kind, by grade A, or by owner.