encord SKILL.md skillA

encord from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nebius/nebius-physical-ai/encord@git:20260929.3457c98

Pins git:20260929.3457c98 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nebius/nebius-physical-ai
Path
skills/tools/encord/SKILL.md
Versions recorded
2
Latest version
git:20260929.3457c98, committed Sep 29, 2026
First version recorded
Sep 24, 2026
Size
3,705 bytes
Repository stars
106
License
Apache-2.0

Use when registering S3 media with Encord SaaS, pulling curated media, or verifying an exact roundtrip with durable lineage artifacts.

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

<!-- register: operating procedure | reader: agent operating Encord transport | consumed: task-time reference -->
# Operate the Encord transport

Encord remains remote SaaS. NPA is a stateless CPU client that runs locally or
in the default workflow pod. Do not deploy a service or container for this
integration.

## Preflight

Reference credentials by environment name or NPA credential configuration.
Never embed values in a command, spec, example, receipt, or manifest.

```bash
npa workbench health preflight --checks encord
```

For workflow forwarding, use `ENCORD_SSH_KEY_B64` because a local
`ENCORD_SSH_KEY_FILE` path cannot reach a pod.

## Push

```bash
npa workbench encord push \
  --input-path s3://<bucket>/raw-media/ \
  --integration <encord-cloud-integration> \
  --folder <encord-folder> \
  --output-path s3://<bucket>/encord/push/push_receipt.json
```

Register mode retains S3 as the dataset of record. `--transfer upload` is an
explicit alternative that creates an Encord-managed copy with separate
retention and possible duplication. Never retry a registration failure as an
upload. If S3 has no full-object SHA-256, register reads every source byte
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/encord@sha256:89cedeaed3d962d2

The line at the top of this page pins the label git:20260929.3457c98, 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_gsqz7gm4kadvh2s5.svg)](https://markdownregistry.com/a/art_gsqz7gm4kadvh2s5)

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

Versions

The registry has recorded 2 versions of this file, between Sep 24, 2026 and Sep 29, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260929.3457c98 latest2026-09-29 3457c98 3,705 BA view · diff
git:20260924.c2142d92026-09-24 c2142d9 2,483 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 (3705 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

nebius/nebius-physical-ai · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gsqz7gm4kadvh2s5
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/encord
GET https://markdownregistry.com/api/v1/blob/89cedeaed3d962d2cc7fa852e8ed2b40635be1eabd62442f8cf9950d4fc91873

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.

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